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class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/big-data/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Big Data" tabindex="0" aria-label="Big Data">Big Data<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/cloud/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Cloud" tabindex="0" aria-label="Cloud">Cloud<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/cloud100/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Cloud 100" tabindex="0" aria-label="Cloud 100">Cloud 100<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/consumer-tech/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Consumer Tech" tabindex="0" aria-label="Consumer Tech">Consumer Tech<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/cybersecurity/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Cybersecurity" tabindex="0" aria-label="Cybersecurity">Cybersecurity<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/enterprise-tech/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Enterprise Tech" tabindex="0" aria-label="Enterprise Tech">Enterprise Tech<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/games/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Games" tabindex="0" aria-label="Games">Games<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/green-tech/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Green Tech" tabindex="0" aria-label="Green Tech">Green Tech<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/healthcare/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Healthcare" tabindex="0" aria-label="Healthcare">Healthcare<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/japan/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Japan BrandVoice " tabindex="0" aria-label="Japan BrandVoice ">Japan BrandVoice <span class="pc-label"> | Paid Program</span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/jumio/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Jumio BrandVoice" tabindex="0" aria-label="Jumio BrandVoice">Jumio BrandVoice<span class="pc-label"> | Paid Program</span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/sap/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: SAP BrandVoice" tabindex="0" aria-label="SAP BrandVoice">SAP BrandVoice<span class="pc-label"> | Paid Program</span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/science/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Science" tabindex="0" aria-label="Science">Science<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/servicenow/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: ServiceNow BrandVoice" tabindex="0" aria-label="ServiceNow BrandVoice">ServiceNow BrandVoice<span class="pc-label"> | Paid Program</span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/social-media/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Social Media" tabindex="0" aria-label="Social Media">Social Media<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/tableau/#4b584da826d8" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Tableau BrandVoice" tabindex="0" aria-label="Tableau BrandVoice">Tableau BrandVoice<span class="pc-label"> | Paid Program</span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/tmobile/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: T-Mobile For Business BrandVoice" tabindex="0" aria-label="T-Mobile For Business BrandVoice">T-Mobile For Business BrandVoice<span class="pc-label"> | Paid Program</span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/venture-capital/" data-ga-track="U18 - Channel: Innovation - Position 2 - Section: Venture Capital" tabindex="0" aria-label="Venture Capital">Venture Capital<span class="pc-label"> </span></a><div class="pc-label"> </div></li></ul></div></li><li class="header__channel header__color--fortknox-gold" aria-hidden="false" data-title="Leadership" data-position="3"><a class="header__title" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/leadership/" data-ga-track="U18 - Channel: Leadership - Position 3" tabindex="0" aria-label="Leadership">Leadership</a><div class="header__divider header__color--fortknox-gold"></div><div class="header__subnav"><ul class="header__sections header__color--fortknox-gold"><li class="header__section header__section--all"><a href="https://web.archive.org/web/20201019023220/https://www.forbes.com/leadership/" data-ga-track="U18 - Channel: Leadership - Position 3"><span>All Leadership</span><span><svg class="fs-icon fs-icon--arrow-right" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 20 20"><path transform="rotate(-180 8.964 11)" d="M1 10h16v2H1z"/><path transform="rotate(134.999 14.965 13.124)" d="M11 12.1h8v2h-8z"/><path transform="rotate(-134.999 14.965 8.877)" d="M11 7.9h8v2h-8z"/></svg></span></a></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/careers/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: Careers" tabindex="0" aria-label="Careers">Careers<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/ceo-network" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: CEO Network" tabindex="0" aria-label="CEO Network">CEO Network<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/cfo-network/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: CFO Network" tabindex="0" aria-label="CFO Network">CFO Network<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/cio-network/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: CIO Network" tabindex="0" aria-label="CIO Network">CIO Network<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/cmo-network/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: CMO Network" tabindex="0" aria-label="CMO Network">CMO Network<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/crowe/#488a13636b97" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: Crowe BrandVoice" tabindex="0" aria-label="Crowe BrandVoice">Crowe BrandVoice<span class="pc-label"> | Paid Program</span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/deloitte/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: Deloitte BrandVoice" tabindex="0" aria-label="Deloitte BrandVoice">Deloitte BrandVoice<span class="pc-label"> | Paid Program</span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/diversity-inclusion/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: Diversity & Inclusion" tabindex="0" aria-label="Diversity & Inclusion">Diversity & Inclusion<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/education/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: Education" tabindex="0" aria-label="Education">Education<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/forbestheculture/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: Forbes The Culture" tabindex="0" aria-label="Forbes The Culture">Forbes The Culture<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/women-at-forbes/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: ForbesWomen" tabindex="0" aria-label="ForbesWomen">ForbesWomen<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/googlecloud/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: Google Cloud BrandVoice" tabindex="0" aria-label="Google Cloud BrandVoice">Google Cloud BrandVoice<span class="pc-label"> | Paid Program</span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/leadership-strategy/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: Leadership Strategy" tabindex="0" aria-label="Leadership Strategy">Leadership Strategy<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/under30/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: Under 30" tabindex="0" aria-label="Under 30">Under 30<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/working-remote/" data-ga-track="U18 - Channel: Leadership - Position 3 - Section: Working Remote" tabindex="0" aria-label="Working Remote">Working Remote<span class="pc-label"> </span></a><div class="pc-label"> </div></li></ul></div></li><li class="header__channel header__color--benjamins-green" aria-hidden="false" data-title="Money" data-position="4"><a class="header__title" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/money/" data-ga-track="U18 - Channel: Money - Position 4" tabindex="0" aria-label="Money">Money</a><div class="header__divider header__color--benjamins-green"></div><div class="header__subnav"><ul class="header__sections header__color--benjamins-green"><li class="header__section header__section--all"><a href="https://web.archive.org/web/20201019023220/https://www.forbes.com/money/" data-ga-track="U18 - Channel: Money - Position 4"><span>All Money</span><span><svg class="fs-icon fs-icon--arrow-right" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 20 20"><path transform="rotate(-180 8.964 11)" d="M1 10h16v2H1z"/><path transform="rotate(134.999 14.965 13.124)" d="M11 12.1h8v2h-8z"/><path transform="rotate(-134.999 14.965 8.877)" d="M11 7.9h8v2h-8z"/></svg></span></a></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/banking-insurance/" data-ga-track="U18 - Channel: Money - Position 4 - Section: Banking & Insurance" tabindex="0" aria-label="Banking & Insurance">Banking & Insurance<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/crypto-blockchain/" data-ga-track="U18 - Channel: Money - Position 4 - Section: Crypto & Blockchain" tabindex="0" aria-label="Crypto & Blockchain">Crypto & Blockchain<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/etfs-mutual-funds/" data-ga-track="U18 - Channel: Money - Position 4 - Section: ETFs & Mutual Funds" tabindex="0" aria-label="ETFs & Mutual Funds">ETFs & Mutual Funds<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/fintech/" data-ga-track="U18 - Channel: Money - Position 4 - Section: Fintech" tabindex="0" aria-label="Fintech">Fintech<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/hedge-funds-private-equity/" data-ga-track="U18 - Channel: Money - Position 4 - Section: Hedge Funds & Private Equity" tabindex="0" aria-label="Hedge Funds & Private Equity">Hedge Funds & Private Equity<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/investing/" data-ga-track="U18 - Channel: Money - Position 4 - Section: Investing" tabindex="0" aria-label="Investing">Investing<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/markets/" data-ga-track="U18 - Channel: Money - Position 4 - Section: Markets" tabindex="0" aria-label="Markets">Markets<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/newyorklifeinvestments/" data-ga-track="U18 - Channel: Money - Position 4 - Section: New York Life Investments BrandVoice" tabindex="0" aria-label="New York Life Investments BrandVoice">New York Life Investments BrandVoice<span class="pc-label"> | Paid Program</span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/personal-finance/" data-ga-track="U18 - Channel: Money - Position 4 - Section: Personal Finance" tabindex="0" aria-label="Personal Finance">Personal Finance<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/newsletters/" data-ga-track="U18 - Channel: Money - Position 4 - Section: Premium Investing Newsletters" tabindex="0" aria-label="Premium Investing Newsletters">Premium Investing Newsletters<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/retirement/" data-ga-track="U18 - Channel: Money - Position 4 - Section: Retirement" tabindex="0" aria-label="Retirement">Retirement<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/taxes/" data-ga-track="U18 - Channel: Money - Position 4 - Section: Taxes" tabindex="0" aria-label="Taxes">Taxes<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/baldwin/2020/10/01/tax-smart-investing-four-ways-to-duck-taxes-on-investments/#559b1f4b53e7" data-ga-track="U18 - Channel: Money - Position 4 - Section: Tax-Smart Investing" tabindex="0" aria-label="Tax-Smart Investing">Tax-Smart Investing<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/top-advisor-shook/ " data-ga-track="U18 - Channel: Money - Position 4 - Section: Top Advisor | SHOOK" tabindex="0" aria-label="Top Advisor | SHOOK">Top Advisor | SHOOK<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/wealth-management/ " data-ga-track="U18 - Channel: Money - Position 4 - Section: Wealth Management" tabindex="0" aria-label="Wealth Management">Wealth Management<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/election-2020" data-ga-track="U18 - Channel: Money - Position 4 - Section: Election 2020" tabindex="0" aria-label="Election 2020">Election 2020<span class="pc-label"> </span></a><div class="pc-label"> </div></li></ul></div></li><li class="header__channel header__color--capitalist-teal" aria-hidden="false" data-title="Business" data-position="5"><a class="header__title" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/business/" data-ga-track="U18 - Channel: Business - Position 5" tabindex="0" aria-label="Business">Business</a><div class="header__divider header__color--capitalist-teal"></div><div class="header__subnav"><ul class="header__sections header__color--capitalist-teal"><li class="header__section header__section--all"><a href="https://web.archive.org/web/20201019023220/https://www.forbes.com/business/" data-ga-track="U18 - Channel: Business - Position 5"><span>All Business</span><span><svg class="fs-icon fs-icon--arrow-right" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 20 20"><path transform="rotate(-180 8.964 11)" d="M1 10h16v2H1z"/><path transform="rotate(134.999 14.965 13.124)" d="M11 12.1h8v2h-8z"/><path transform="rotate(-134.999 14.965 8.877)" d="M11 7.9h8v2h-8z"/></svg></span></a></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/aerospace-defense/" data-ga-track="U18 - Channel: Business - Position 5 - Section: Aerospace & Defense" tabindex="0" aria-label="Aerospace & Defense">Aerospace & Defense<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/energy/" data-ga-track="U18 - Channel: Business - Position 5 - Section: Energy" tabindex="0" aria-label="Energy">Energy<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/food-drink/" data-ga-track="U18 - Channel: Business - Position 5 - Section: Food & Drink" tabindex="0" aria-label="Food & Drink">Food & Drink<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/hollywood-entertainment/" data-ga-track="U18 - Channel: Business - Position 5 - Section: Hollywood & Entertainment" tabindex="0" aria-label="Hollywood & Entertainment">Hollywood & Entertainment<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/honeywell/#168235653d39" data-ga-track="U18 - Channel: Business - Position 5 - Section: Honeywell BrandVoice" tabindex="0" aria-label="Honeywell BrandVoice">Honeywell BrandVoice<span class="pc-label"> | Paid Program</span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/manufacturing/" data-ga-track="U18 - Channel: Business - Position 5 - Section: Manufacturing" tabindex="0" aria-label="Manufacturing">Manufacturing<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/media/" data-ga-track="U18 - Channel: Business - Position 5 - Section: Media" tabindex="0" aria-label="Media">Media<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/mitsubishiheavyindustries/" data-ga-track="U18 - Channel: Business - Position 5 - Section: Mitsubishi Heavy Industries BrandVoice" tabindex="0" aria-label="Mitsubishi Heavy Industries BrandVoice">Mitsubishi Heavy Industries BrandVoice<span class="pc-label"> | Paid Program</span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/policy/" data-ga-track="U18 - Channel: Business - Position 5 - Section: Policy" tabindex="0" aria-label="Policy">Policy<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/real-estate/" data-ga-track="U18 - Channel: Business - Position 5 - Section: Real Estate" tabindex="0" aria-label="Real Estate">Real Estate<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/retail/" data-ga-track="U18 - Channel: Business - Position 5 - Section: Retail" tabindex="0" aria-label="Retail">Retail<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sportsmoney/" data-ga-track="U18 - Channel: Business - Position 5 - Section: SportsMoney" tabindex="0" aria-label="SportsMoney">SportsMoney<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/transportation/" data-ga-track="U18 - Channel: Business - Position 5 - Section: 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aria-label="Best Money Market Accounts">Best Money Market Accounts<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/advisor/banking/best-checking-accounts/" data-ga-track="U18 - Channel: Advisor - Position 9 - Section: Best Checking Accounts" tabindex="0" aria-label="Best Checking Accounts">Best Checking Accounts<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/advisor/banking/best-cd-rates/" data-ga-track="U18 - Channel: Advisor - Position 9 - Section: Best CD Rates" tabindex="0" aria-label="Best CD Rates">Best CD Rates<span class="pc-label"> </span></a><div class="pc-label"> </div></li><li class="header__section"><a class="section__link" 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data-et-location="contrib-blogAuthorId/blog/author/blog-7225_all" data-et-blogid="blogAuthorId/blog/author/blog-7225"><section class="contributor-details main-content__left-col csf-row et-rows" id="row-0"><div><div class="csf-block"><div class="contributor-details__wrapper"><div class="contributor-details__image" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Fassets%2Fimages%2Favatars%2Fblog-7225_400_bc94502bfe3c811f5f7d7dec46400602.jpg)"></div><div class="contributor-details__title contributor-details__title--paid-group"><h1 class="contributor-details__name"><span class="contributor-details__name-span">Amazon Web Services</span><div class="contributor-label-wrapper"><span class="paid-content__type paid-content--ad" style="color:#C41A23;">BRANDVOICE <span class="hover-disclaimer">Storytelling and expertise from marketers</span></span><span class="paid-content__ftc-label">| Paid Program</span></div></h1></div></div></div></div></section><section class="contributor-promoted main-content__left-col csf-row et-rows" id="row-1"><div class="contributor-promoted-block contributor-promoted--image_and_three_image_bottom"><div class="csf-block"><div class="csf-block__contents"><div class="contributor-promoted__large-image-hed"><a class="contributor-promoted__preview" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/2020/10/07/toyota-racing-development-uses-data-to-outpace-competition-using-aws-analytics/" target="_blank"><div class="contributor-promoted__image-wrapper"><div class="contributor-promoted__image ratio16x9" style="background-image: url("https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/1100x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fspecials-images.forbesimg.com%2Fimageserve%2F5f7deedcaf709acaf836a966%2F0x0.jpg")"></div></div><div class="contributor-promoted__color-bar" style="background:#C41A23;"></div></a><a class="contributor-promoted__headline contributor-promoted__headline--large" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/2020/10/07/toyota-racing-development-uses-data-to-outpace-competition-using-aws-analytics/" target="_blank">Toyota Racing Development Uses Data To Outpace Competition Using AWS Analytics</a></div><div class="contributor-promoted__author-byline"><div class="byline__author"><span class="byline__by">By</span><a class="byline__author-name" href="/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/people/amazonwebservicescontributor/">Amazon Web Services Contributor</a><span class="byline__author-type">Brand Contributor</span></div></div><p class="contributor-promoted__description">For the past 5 years, Toyota Racing Development has used Amazon Web Services to build more than 20 applications that collect historical competition data, current vehicle data, and current practice data.</p><div class="contributor-promoted__content--3-heds"><div class="contributor-promoted__content--3-across"><div class="contributor-promoted__large-image-hed"><a class="contributor-promoted__preview" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/2020/10/07/bringing-the-power-of-embedded-analytics-to-your-apps-and-services-with-amazon-quicksight/" target="_blank"><div class="contributor-promoted__image-wrapper"><div class="contributor-promoted__image ratio16x9" style="background-image: url("https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/1100x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fspecials-images.forbesimg.com%2Fimageserve%2F5f7deef1fc1a6469ab51b79b%2F0x0.jpg")"></div></div><div class="contributor-promoted__color-bar" style="background:#C41A23;"></div></a><a class="contributor-promoted__headline contributor-promoted__headline--large" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/2020/10/07/bringing-the-power-of-embedded-analytics-to-your-apps-and-services-with-amazon-quicksight/" target="_blank">Bringing The Power Of Embedded Analytics To Your Apps And Services With Amazon QuickSight</a></div><div class="contributor-promoted__author-byline"><div class="byline__author"><span class="byline__by">By</span><a class="byline__author-name" href="/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/people/dorothyli/">Dorothy Li</a><span class="byline__author-type">Brand Contributor</span></div></div></div><div class="contributor-promoted__content--3-across"><div class="contributor-promoted__large-image-hed"><a class="contributor-promoted__preview" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/2019/12/23/in-data-we-trust-the-why-and-how-of-amazon-qldb-a-purpose-built-immutable-and-verifiable-database/" target="_blank"><div class="contributor-promoted__image-wrapper"><div class="contributor-promoted__image ratio16x9" style="background-image: url("https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/1100x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fspecials-images.forbesimg.com%2Fimageserve%2F5f7def01c7b5aa887936a966%2F0x0.jpg")"></div></div><div class="contributor-promoted__color-bar" style="background:#C41A23;"></div></a><a class="contributor-promoted__headline contributor-promoted__headline--large" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/2019/12/23/in-data-we-trust-the-why-and-how-of-amazon-qldb-a-purpose-built-immutable-and-verifiable-database/" target="_blank">In Data We Trust: The Why And How Of Amazon QLDB, A Purpose-Built, Immutable And Verifiable Database</a></div><div class="contributor-promoted__author-byline"><div class="byline__author"><span class="byline__by">By</span><a class="byline__author-name" href="/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/people/andrewcertain/">Andrew Certain</a><span class="byline__author-type">Brand Contributor</span></div></div></div><div class="contributor-promoted__content--3-across"><div class="contributor-promoted__large-image-hed"><a class="contributor-promoted__preview" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/2019/12/12/managing-pension-risk-with-amazon-managed-blockchain/" target="_blank"><div class="contributor-promoted__image-wrapper"><div class="contributor-promoted__image ratio16x9" style="background-image: url("https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/1100x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fspecials-images.forbesimg.com%2Fimageserve%2F5f7def10266316c42e36a964%2F0x0.jpg")"></div></div><div class="contributor-promoted__color-bar" style="background:#C41A23;"></div></a><a class="contributor-promoted__headline contributor-promoted__headline--large" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/2019/12/12/managing-pension-risk-with-amazon-managed-blockchain/" target="_blank">Managing Pension Risk With Amazon Managed Blockchain</a></div><div class="contributor-promoted__author-byline"><div class="byline__author"><span class="byline__by">By</span><a class="byline__author-name" href="/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/people/maartenectors1/">Maarten Ectors</a><span class="byline__author-type">Brand Contributor</span></div></div></div></div></div></div></div></section><div class="contributor-about main-content__right-col"><span class="contributor-about__header">ABOUT<svg class="fs-icon fs-icon--chevron-down" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 19.8 19.8"><path transform="rotate(-134.999 7.586 10.187)" d="M2.8 9h9.5v2.4H2.8z"/><path transform="rotate(-45.001 12.615 10.187)" d="M7.9 9h9.5v2.4H7.9z"/></svg></span><div class="contributor-about__description"><div class="contributor-about__initial-description">For 14 years, Amazon Web Services has been the world’s most comprehensive and broadly adopted cloud platform. AWS offers over 175 fully featured services for compute, storage, databases, networking, analytics, robotics, machine learning and artificial intelligence (AI), Internet of...</div><div class="contributor-about__full-description contributor-about__description-hidden">For 14 years, Amazon Web Services has been the world’s most comprehensive and broadly adopted cloud platform. AWS offers over 175 fully featured services for compute, storage, databases, networking, analytics, robotics, machine learning and artificial intelligence (AI), Internet of Things (IoT), mobile, security, hybrid, virtual and augmented reality (VR and AR), media, and application development, deployment, and management from 77 Availability Zones (AZs) within 24 geographic regions, with announced plans for nine more Availability Zones and three more AWS Regions in Indonesia, Japan, and Spain. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—trust AWS to power their infrastructure, become more agile, and lower costs. To learn more about AWS, visit <a href="aws.amazon.com">aws.amazon.com</a>. </div><span class="contributor-about__read-more">Read More</span><span class="contributor-about__read-less contributor-about__description-hidden">Read Less</span></div></div><div class="contributor-social main-content__right-col contributor-social--premium"><a class="contributor-social-item contributor-social-icon" href="https://web.archive.org/web/20201019023220/https://www.twitter.com/awscloud" target="_blank"><svg class="fs-icon fs-icon--twitter" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 60 60"><path d="M22.2 38.9c-3.4-.3-6.1-1.7-7.5-5.1h3.6c-3.9-1.4-5.6-4.3-5.9-8.4 1.2.6 2.3.7 3.5.7-2.1-1.6-3.6-3.4-3.7-6.1-.1-1.5.5-2.8 1.3-4 4.4 5 9.7 8.3 16.5 8.9v-2.7c.1-1.9.6-3.6 1.9-5.1 2.5-2.8 6.9-3.1 9.8-.7.2.2.5.4.7.6.2.2.4.2.7.2 1.1-.3 2-.9 3-1.4.5-.3 1.1-.6 1.7-1-.4 1.1-.9 2-1.5 2.8-.6.8-1.3 1.6-2.2 2.2 1.6-.2 3.2-.6 4.8-1.1-.3.4-.6.8-.9 1.1l-2.7 2.4c-.1.1-.2.3-.2.4.1 3.3-.6 6.5-1.9 9.6-1.9 4.2-4.7 7.5-8.6 9.9-2.5 1.5-5.2 2.4-8.1 2.9-5.5.8-10.5-.5-15.1-3.3-.1 0-.1-.1-.2-.1h.2c1.1.5 2.2.4 3.3.3 2.3-.2 4.5-.9 6.6-2.1l.9-.6v-.3z"/></svg></a><a class="contributor-social-item contributor-social-icon" href="https://web.archive.org/web/20201019023220/https://www.linkedin.com/company/amazon-web-services/" target="_blank"><svg class="fs-icon fs-icon--linkedin" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 60 60"><path d="M44.9 33.2v11h-6.4V34c0-2.6-.9-4.3-3.2-4.3-1.8 0-2.8 1.2-3.3 2.3-.2.4-.2 1-.2 1.6v10.7h-6.4s.1-17.4 0-19.2h6.4V27.9v-.1c.8-1.3 2.4-3.2 5.8-3.2 4.1 0 7.3 2.7 7.3 8.6zM18.7 15.8c-2.2 0-3.6 1.4-3.6 3.3 0 1.8 1.4 3.3 3.5 3.3 2.2 0 3.6-1.5 3.6-3.3 0-1.9-1.3-3.3-3.5-3.3zm-3.2 28.4h6.4V25h-6.4v19.2z"/></svg></a><a class="contributor-social-item contributor-social-icon" href="https://web.archive.org/web/20201019023220/https://www.instagram.com/amazonwebservices" target="_blank"><svg class="fs-icon fs-icon--instagram" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 60 60"><path fill="none" stroke="#000" stroke-width="3" stroke-miterlimit="10" d="M38.6 46.3H21.4c-4.3 0-7.7-3.5-7.7-7.7V21.4c0-4.3 3.5-7.7 7.7-7.7h17.1c4.3 0 7.7 3.5 7.7 7.7v17.1c.1 4.3-3.4 7.8-7.6 7.8z"/><circle fill="none" stroke="#000" stroke-width="3" stroke-miterlimit="10" cx="30" cy="30" r="7.4"/><circle cx="38.7" cy="19.3" r="1.8"/></svg></a><a class="contributor-social-item contributor-social-icon" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/feed/" target="_blank"><svg class="fs-icon fs-icon--rss" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 20 20"><path d="M4.2 13.6c-.6 0-1.1.2-1.5.6-.5.5-.7 1-.7 1.6 0 .6.2 1.1.6 1.5.5.5 1 .7 1.6.7.6 0 1.1-.2 1.5-.6.4-.4.6-.9.6-1.5s-.2-1.1-.6-1.5c-.4-.6-.9-.8-1.5-.8zm0 0M9.2 10.8c-.9-.9-1.8-1.6-2.9-2.1-1.1-.5-2.3-.8-3.5-.9h-.1c-.2 0-.3.1-.5.2-.1.1-.2.3-.2.5V10c0 .2.1.4.2.5.1.1.3.2.5.2 1.7.2 3.2.9 4.4 2.1C8.3 14 9 15.5 9.2 17.2c0 .2.1.3.2.5.2.2.3.3.5.3h1.5c.2 0 .4-.1.5-.2.1-.2.2-.3.2-.5-.1-1.2-.4-2.4-.9-3.5-.4-1.2-1.1-2.1-2-3zm0 0"/><path d="M16.6 11.5c-.8-1.8-1.9-3.4-3.3-4.8s-3-2.5-4.8-3.3C6.6 2.6 4.7 2.1 2.8 2c-.3 0-.4.1-.6.2-.1.1-.2.3-.2.5v1.6c0 .2.1.4.2.5.1.2.3.3.5.3 1.6.1 3.2.5 4.6 1.2 1.5.7 2.7 1.6 3.8 2.6 1.1 1.1 2 2.4 2.6 3.8.7 1.5 1.1 3 1.1 4.6 0 .2.1.3.2.5.1.1.3.2.5.2h1.6c.2 0 .4-.1.5-.2.2-.2.2-.3.2-.5.1-2-.4-3.9-1.2-5.8zm0 0"/></svg></a><a class="contributor-social-item contributor-social-icon" href="https://web.archive.org/web/20201019023220/https://aws.amazon.com/" target="_blank"><svg class="fs-icon fs-icon--website" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 20 20"><path class="fs-icon fs-icon--_xF10E_" d="M14.7 7.4l2.8 2.6v.4h-1.9V17h-3.7v-4.2H8.1V17H4.4v-6.6H2.5V10L10 3l2.8 2.6v-.9h1.9z"/></svg></a></div><div class="contributor-writers main-content__right-col"><span class="contributor-writers__header">OUR CONTRIBUTORS<svg class="fs-icon fs-icon--chevron-down" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 19.8 19.8"><path transform="rotate(-134.999 7.586 10.187)" d="M2.8 9h9.5v2.4H2.8z"/><path transform="rotate(-45.001 12.615 10.187)" d="M7.9 9h9.5v2.4H7.9z"/></svg></span><div class="contributor-writers__wrapper"><div class="contributor-writers__writer ratio1x2" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/400x0/smart/https%3A%2F%2Fspecials-images.forbesimg.com%2Fimageserve%2F5f64febade921b9f3552680e%2F960x0.jpg%3FcropX1%3D0%26cropX2%3D400%26cropY1%3D0%26cropY2%3D400)" title="Dorothy Li" data-image="https://thumbor.forbes.com/thumbor/400x0/smart/https%3A%2F%2Fspecials-images.forbesimg.com%2Fimageserve%2F5f64febade921b9f3552680e%2F960x0.jpg%3FcropX1%3D0%26cropX2%3D400%26cropY1%3D0%26cropY2%3D400" data-name="Dorothy Li" data-description="<p>Dorothy has over twenty years of experience making both work and consumer products simple and delightful to use. She studied computer science in college, and started her career working on databases and database applications at Oracle. She joined Amazon in 1998 where she helped build out Amazon’s ecommerce platform. Throughout her long and diverse career at Amazon, Dorothy led and collaborated on products that had visibly impacted customers around the world – from the initial launch of Amazon Prime, to Kindle, and now AWS, focusing on data analytics and BI.</p>" data-homepage-link="https://www.forbes.com/sites/amazonwebservices/people/dorothyli/"></div><div class="contributor-writers__writer ratio1x2" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F05%2FAmazon-Web-Services-Contributor_avatar_1559314383-400x400.png)" title="Amazon Web Services Contributor" data-image="https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F05%2FAmazon-Web-Services-Contributor_avatar_1559314383-400x400.png" data-name="Amazon Web Services Contributor" data-description="<p>For 14 years, Amazon Web Services has been the world’s most comprehensive and broadly adopted cloud platform. AWS offers over 175 fully featured services for compute, storage, databases, networking, analytics, robotics, machine learning and artificial intelligence (AI), Internet of Things (IoT), mobile, security, hybrid, virtual and augmented reality (VR and AR), media, and application development, deployment, and management from 77 Availability Zones (AZs) within 24 geographic regions, with announced plans for nine more Availability Zones and three more AWS Regions in Indonesia, Japan, and Spain. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—trust AWS to power their infrastructure, become more agile, and lower costs. To learn more about AWS, visit <a href="aws.amazon.com">aws.amazon.com</a>.</p>" data-homepage-link="https://www.forbes.com/sites/amazonwebservices/people/amazonwebservicescontributor/"></div><div class="contributor-writers__writer ratio1x2" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F12%2Fandrewcertain_avatar_1576881935-400x400.jpg)" title="Andrew Certain" data-image="https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F12%2Fandrewcertain_avatar_1576881935-400x400.jpg" data-name="Andrew Certain" data-description="I am a Senior Principal Engineer in Amazon Web Services and hold 90 patents. I joined Amazon in March, 1998, and during my 20+ years with the company, have held various roles on building the systems and tools that power Amazon." data-homepage-link="https://www.forbes.com/sites/amazonwebservices/people/andrewcertain/"></div><div class="contributor-writers__writer ratio1x2" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F12%2Fdavidshockley1_avatar_1575496786-400x400.jpg)" title="David Shockley" data-image="https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F12%2Fdavidshockley1_avatar_1575496786-400x400.jpg" data-name="David Shockley" data-description="I am the Senior Vice President - Treasurer &amp; Total Risk Manager having held various positions with Contura Energy through predecessor companies for 20 years. I am passionate about exercises that introduces technology to our archaic industry." data-homepage-link="https://www.forbes.com/sites/amazonwebservices/people/davidshockley1/"></div><div class="contributor-writers__writer ratio1x2" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F08%2Fdavidtreat_avatar_1566233469-400x400.jpg)" title="David Treat" data-image="https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F08%2Fdavidtreat_avatar_1566233469-400x400.jpg" data-name="David Treat" data-description="Dave Treat is a managing director, co-Lead of Accenture’s Blockchain Business and Accenture Lead of the NY Fintech Innovation Lab. <br /> <br /> He has over 20 years of experience in Financial Services split between consulting and industry roles spanning Capital Markets, Retail Banking, and Cards. Over the past several years, Dave has driven the formation of Accenture’s Blockchain Business globally. He serves on the Board of Directors for the Linux Hyperledger Project, Enterprise Ethereum Alliance, Global Blockchain Business Council and the ID2020 Alliance, is a member of the World Economic Forum C4IR Global Blockchain Council, and is a program advisor for the Chamber of Digital Commerce. David also serves as the Program Advisor for the World Economic Forum’s Digital Identity Initiative and the Known Traveler Digital Identity project. <br /> <br /> David is Accenture’s lead for the New York Fintech Innovation Lab which is co-run by Accenture and the Partnership Fund for New York City. The FinTech Innovation Lab is a highly competitive, 12-week program that helps early- to growth-stage enterprise technology companies refine and test their value proposition with the support of the world’s leading financial service firms. <br /> <br /> Dave holds over 26 blockchain patents and pending patents and is a frequent speaker and the author of several papers. He has been quoted extensively on blockchain-related topics in the New York Times, Fortune, Financial Times, Wall Street Journal. Dave was named one of the Sci-Tech 100 2018: The Architects of the Future by Silicon Republic." data-homepage-link="https://www.forbes.com/sites/amazonwebservices/people/davidtreat/"></div><div class="contributor-writers__writer ratio1x2" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F10%2Feddieshek_avatar_1570805408-400x400.jpg)" title="Eddie Shek" data-image="https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F10%2Feddieshek_avatar_1570805408-400x400.jpg" data-name="Eddie Shek" data-description="Eddie Shek, Ph.D., is Chief Strategy Officer and Co-Founder of TrackX, Inc. He is an experienced technologist with extensive hands-on experience leading full-cycle software product development, large-scale SaaS-based IIoT solution deployments, corporate IT operations, customer support, and consulting in fast-growth and dynamic environments. He drives TrackX's forward-looking strategic initiatives including new product and market development, innovations and R&amp;D, M&amp;A, and strategic partnerships. Dr. Shek serves as a Governing Board Member and Executive Committee Member of UCLA Engineering Alumni Association, a Member of Stony Brook University School of Engineering and Applied Science Dean’s Council, and a Founding Member and Mentor of LA CTO Forum. He owns 5 U.S. patents in RFID data management and wireless networking." data-homepage-link="https://www.forbes.com/sites/amazonwebservices/people/eddieshek/"></div><div class="contributor-writers__writer ratio1x2" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F12%2Fmaartenectors1_avatar_1576179778-400x400.jpg)" title="Maarten Ectors" data-image="https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F12%2Fmaartenectors1_avatar_1576179778-400x400.jpg" data-name="Maarten Ectors" data-description="Maarten Ectors is Chief Innovation Officer for Legal &amp; General, the UK’s largest life insurer, investment manager and more. Maarten joined the financial services industry a couple of years ago to disrupt it from the inside out." data-homepage-link="https://www.forbes.com/sites/amazonwebservices/people/maartenectors1/"></div><div class="contributor-writers__writer ratio1x2" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F07%2Fpetershen1_avatar_1564413506-400x400.jpg)" title="Peter Shen" data-image="https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F07%2Fpetershen1_avatar_1564413506-400x400.jpg" data-name="Peter Shen" data-description="Peter is responsible for driving innovation programmes to advance the enterprise value of technology. A pioneer of SGX’s successful Co-location business, Peter led several industry-first initiatives, including one of the first cloud-based applications in financial services. He also architected the current derivatives pre-trade risk management system and market connectivity models. A member of several ISO Technical Committees, Peter is one of the key architects of the Monetary Authority of Singapore’s Project Ubin, a central bank vanguard initiative to explore the use of DLT in Capital Markets. He also heads SGX’s FinTech collaboration with leading industry partners. <br /> <br /> Prior to SGX, Peter was an IBM campus hire where he joined as a software engineer, working on assignments in Singapore, the United States and Europe. Peter holds a B.Eng (Hons) in Mechanical Engineering from the National University of Singapore, and is active in the startup community as a sponsor and an advisor." data-homepage-link="https://www.forbes.com/sites/amazonwebservices/people/petershen1/"></div><div class="contributor-writers__writer ratio1x2 contributor-writers__writer--more" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F09%2Frahulpathak1_avatar_1569603122-400x400.jpg)" title="Rahul Pathak" data-image="https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F09%2Frahulpathak1_avatar_1569603122-400x400.jpg" data-name="Rahul Pathak" data-description="Rahul Pathak, Executive and General Manager of all things big data, data lakes, and blockchain at <a href="https://aws.amazon.com/">Amazon Web Services</a>. Rahul has been with AWS since 2011 and focuses on providing customers access to large scale databases and computing. Today, he is passionate about the use cases of blockchain and is working with customers to solve their business goals with this new technology." data-homepage-link="https://www.forbes.com/sites/amazonwebservices/people/rahulpathak1/"></div><div class="contributor-writers__writer ratio1x2 contributor-writers__writer--more" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F12%2Fsammyjordan_avatar_1575497069-400x400.jpg)" title="Sammy Jordan" data-image="https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F12%2Fsammyjordan_avatar_1575497069-400x400.jpg" data-name="Sammy Jordan" data-description="I love technology that drives efficiency, saves time and money. I earned degrees from Vanderbilt University and University of Denver and have worked in finance for Contura Energy or its predecessor since 2010. I am eager to see blockchain’s impact on international trade finance." data-homepage-link="https://www.forbes.com/sites/amazonwebservices/people/sammyjordan/"></div><div class="contributor-writers__writer ratio1x2 contributor-writers__writer--more" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F10%2Ftimharvie_avatar_1570805096-400x400.jpg)" title="Tim Harvie" data-image="https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F10%2Ftimharvie_avatar_1570805096-400x400.jpg" data-name="Tim Harvie" data-description="Tim Harvie is CEO, Chairman, and Co-Founder of TrackX, Inc. He is a supply chain and technology industry veteran with over 30 years of transportation, distribution, warehousing and logistics experience with industry-leading firms. Mr. Harvie served as Managing Director and Chief Information Officer with ProLogis. Before joining ProLogis, he held the position of Senior Vice President and Chief Technology Officer at USF Corporation. The USF initial public offering remains one of the largest IPOs in the history of the transportation industry. Tim graduated with a Bachelor of Computer Science degree from Acadia University in Nova Scotia." data-homepage-link="https://www.forbes.com/sites/amazonwebservices/people/timharvie/"></div><div class="contributor-writers__writer ratio1x2 contributor-writers__writer--more" style="background-image: url(https://web.archive.org/web/20201019023220im_/https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F06%2Fwernervogels_avatar_1560886083.jpg)" title="Werner Vogels" data-image="https://thumbor.forbes.com/thumbor/fit-in/300x0/filters%3Aformat%28jpg%29/https%3A%2F%2Fblogs-images.forbes.com%2Famazonwebservices%2Ffiles%2F2019%2F06%2Fwernervogels_avatar_1560886083.jpg" data-name="Werner Vogels" data-description="Dr. Werner Vogels is Vice President &amp; Chief Technology Officer at Amazon.com where he is responsible for driving the company’s technology vision, which is to continuously enhance the innovation on behalf of Amazon’s customers at a global scale. <br /> <br /> Prior to joining Amazon, he worked as a researcher at Cornell University where he was a principal investigator in several research projects that target the scalability and robustness of mission-critical enterprise computing systems. He has held positions of Research Engineer, VP of Technology and CTO in companies that handled the transition of academic technology into industry. <br /> <br /> Vogels holds a Ph.D. from the Vrije Universiteit in Amsterdam and has authored many articles for journals and conferences, most of them on distributed systems technologies for enterprise computing." data-homepage-link="https://www.forbes.com/sites/amazonwebservices/people/wernervogels/"></div><div class="contributor-writers__button contributor-writers__button--more">More</div><div class="contributor-writers__button contributor-writers__button--less">Less</div></div><div class="contributor-writers__writer-details"><div class="contributor-writers__details-close"><svg class="fs-icon fs-icon--close" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 20 20"><path transform="rotate(45.001 10 10)" d="M2 9h16v2H2z"/><path transform="rotate(134.999 10 10)" d="M2 9h16v2H2z"/></svg></div><div class="contributor-writers__details-image"><svg 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class="paid-content-text-wrapper"><span class="paid-content__type paid-content--ad" style="color:#C41A23;">BRANDVOICE </span><span class="paid-content__ftc-label">| Paid Program</span></div></div><div class="stream-item__views">6,847 views | </div><div class="stream-item__date" data-date="1577122770433">Dec 23, 2019</div><h2><a class="stream-item__title" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/2019/12/23/in-data-we-trust-the-why-and-how-of-amazon-qldb-a-purpose-built-immutable-and-verifiable-database/">In Data We Trust: The Why And How Of Amazon QLDB, A Purpose-Built, Immutable And Verifiable Database</a></h2><div class="stream-item__description">Amazon Web Services (AWS) offers a wide range of purpose-built databases optimized for specific workloads and access patterns.</div><div class="stream-item__byline-social-wrapper"><span class="byline"><div class="byline__author-group"><div class="byline__author"><span 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class="paid-content__type paid-content--ad" style="color:#C41A23;">BRANDVOICE </span><span class="paid-content__ftc-label">| Paid Program</span></div></div><div class="stream-item__views">1,955 views | </div><div class="stream-item__date" data-date="1576186757748">Dec 12, 2019</div><h2><a class="stream-item__title" href="https://web.archive.org/web/20201019023220/https://www.forbes.com/sites/amazonwebservices/2019/12/12/nestles-chain-of-origin-coffee-brings-supply-chain-transparency-with-amazon-managed-blockchain/">Nestle’s Chain Of Origin Coffee Brings Supply Chain Transparency With Amazon Managed Blockchain</a></h2><div class="stream-item__description">Chain of Origin is Nestlé’s answer to complete supply chain transparency from crop to cup, with technology at its heart.</div><div class="stream-item__byline-social-wrapper"><span class="byline"><div class="byline__author-group"><div class="byline__author"><span class="byline__by">By</span><a class="byline__author-name" 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