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href="#main">Skip to main content</a> <a class="skip-to" id="skip-to-subnav" href="#secondary">Skip to blog sidebar</a> <a class="skip-to" id="link-to-accessibility" href="https://www.imperial.ac.uk/about-the-site/accessibility/">View accessibility support page</a> <div class="overflowWrap">  <div class="bg-container"> <div class="container"> <div class="blog-banner" role="banner"> <div class="blog-banner-bg"></div> <div class="blog-banner__imperial-logo"> <a class="blog-banner__imperial-logo-link" href="http://www.imperial.ac.uk" itemprop="sourceOrganization">Imperial College London</a> </div> <h1 class="blog-banner__blog-title"> <a href="https://blogs.imperial.ac.uk/haotianqi-steven" class="blog-banner__blog-title-link" itemprop="name">Haotian Qi</a> </h1> <nav aria-label="breadcrumb navigation" class="breadcrumb"> <h2 class="screen-reader-text">Breadcrumbs</h2> <ul><li class="breadcrumb__li"><a class="breadcrumb__a" href="https://www.imperial.ac.uk">Home</a></li><li class="breadcrumb__li"><a class="breadcrumb__a" href="https://blogs.imperial.ac.uk">Imperial blogs</a></li><li class="breadcrumb__li">Haotian Qi</li></ul> </nav> </div> <main class="main" id="main"> <h2 class="screen-reader-text">Blog posts</h2> <div class="feed-container"> <article id="post-6" class="feed-post post-6 post type-post status-publish format-standard hentry category-uncategorised"> <div class="feed-post__title"><h3 class="entry-title feed-post__h1"><a class="feed-post__h1__a" href="https://blogs.imperial.ac.uk/haotianqi-steven/2022/12/16/test/" >Resume</a></h3><p itemprop="author" class="feed-post__byline"><a href="https://blogs.imperial.ac.uk/haotianqi-steven/author/hq122/">Haotian Qi</a></p><p class='feed-post__date'><time class="entry-date published" datetime="2022-12-16T18:12:41+00:00">16 December 2022</time></p></div> <div class="feed-post__content "> <p></p> <p><strong>Phone:</strong> +44 07394404792 |<br /> <strong>Email:</strong> <a href="mailto:chstrokin@gmail.com">chstrokin@gmail.com</a> | <a href="mailto:haotian.qi22@imperial.ac.uk">haotian.qi22@imperial.ac.uk</a><br /> <a href="http://www.haotianqi.site/">Personal Site</a> |<br /> <a href="https://www.linkedin.com/in/haotian-qi-35529b259/">LinkedIn</a> |<br /> <a href="https://github.com/CHSTROKIN">GitHub</a></p> <hr /> <h2 style="color: #5a7d9a">Education</h2> <ul> <li><strong>Imperial College London</strong> – London, UK<br /> <em>BEng in Computing (First Class, 74/100), Transferring into Meng</em><br /> Sep 2022 – Jun 2026</p> <ul> <li><strong>Key Grades:</strong> Probability & Statistics (80%), Computing Practical 2 (90%), Group Project (95%)</li> <li><strong>Modules:</strong> Algorithm Design and Analysis, Compilers, Computational Techniques (Linear Algebra & Calculus), Networks and Communications, Operating Systems, Software Engineering Design, Prolog, Competitive Programming</li> </ul> </li> </ul> <hr /> <h2 style="color: #5a7d9a">Technical Skills</h2> <ul> <li><strong>Programming Languages:</strong> C, Python, Haskell, Kotlin, Java, C++, SQL, C#, Figma, Firebase, MongoDB, React, Vue</li> <li><strong>Deep Learning:</strong> PyTorch</li> <li><strong>Operating Systems:</strong> Windows, Ubuntu</li> </ul> <hr /> <h2 style="color: #5a7d9a">Work Experience</h2> <ul> <li><strong>Undergraduate Teaching Assistant – Imperial College London</strong><br /> <em>Current</em></p> <ul> <li>Teaching Haskell, Kotlin, and other programming languages, and marking homework for undergraduates at Imperial.</li> </ul> </li> <li><strong>Software Engineer Intern – Redgate Software</strong> – Cambridge, UK<br /> Jul – Sep 2024</p> <ul> <li>Generated tabular synthetic data using GANs and ForestDiffusion.</li> <li>Integrated machine learning and deep learning models into production code.</li> <li>Developed an automated testing, benchmarking, and hyperparameter tuning framework for deep learning models using Optuna, integrated with CircleCI for CI/CD.</li> <li>Distributed benchmarking of code and machine learning models using Azure cloud infrastructure.</li> <li>Collaborated with a 10-member team to develop synthetic tabular data generation tools for MySQL, PostgreSQL, and Oracle databases.</li> </ul> </li> <li><strong>Software Engineer Intern – Tencent</strong> – Remote, Part-time<br /> T-spark program (Jul – Sep 2024)</p> <ul> <li>Leveraging LLM and YOLOV10 to generate accurate scene graphs in complex scenarios.</li> <li><a href="https://cloud.tencent.com.cn/developer/special/T-Spark">T-spark webpage</a></li> </ul> </li> <li><strong>Optiver, Trading Academy Participant</strong> – London, UK<br /> Nov 2023</p> <ul> <li>Implemented Black-Scholes model for multi-option trading and multi-thread active strategy.</li> <li>Achieved top 10 in final competition (Group 004).</li> </ul> </li> <li><strong>Undergraduate Research Opportunities Programme (UROP)</strong> – Imperial College London<br /> Jul – Sep 2023</p> <ul> <li>Applied U-net and Axial transformer on a multiclass segmentation task (95%+ dice accuracy).</li> <li>Developed novel mesh-based segmentation enhancement network with Dr. Guang Yang’s team.</li> </ul> </li> </ul> <hr /> <h2 style="color: #5a7d9a">Projects</h2> <ul> <li><strong>LLM Deduction:</strong> Deduction framework for LLM, supporting kv cache and CUDA acceleration (C++, Armadillo, CUDA, ONNX). <a href="https://github.com/CHSTROKIN/kupnifer_chsto">In Progress</a></li> <li><strong>Trade Point Getter for Coinbase:</strong> A high-performance, recoverable, stretchable data fetcher for monitoring multiple products’ prices simultaneously. <a href="https://github.com/CHSTROKIN/BTC-trade-point">GitHub</a></li> <li><strong>Pet Identification (DRP Project):</strong> Developed AI-based pet-finding app (React Native, Google Cloud, Firebase, Flask).<br /> <a href="https://github.com/CHSTROKIN/IdentPet-Server">Server</a>, <a href="https://github.com/CHSTROKIN/Pet-Identification">Deep Learning Models</a>, <a href="https://github.com/CHSTROKIN/IdentPet-Client">Client</a></li> <li><strong>WACC Programming Language Compiler:</strong> Implemented Parser and Lexer, backend (x86 and C).<br /> <a href="http://www.haotianqi.site/code.html">Online compiler</a></li> <li><strong>Pintos Operating System:</strong> Implemented an OS that supports priority thread donation, user program management, virtual memory, swap slot.</li> <li><strong>RayTracing Renderer:</strong> Implemented a ray tracing renderer.<br /> <a href="https://github.com/CHSTROKIN/Simplified-RayTracing-algorithm-in-C">GitHub</a></li> </ul> <hr /> <h2 style="color: #5a7d9a">Honors & Awards</h2> <ul> <li><strong>UKIEPC:</strong> 60/200+, Top 25%, lower order function team (Oct 2023). <a href="https://ukiepc.info/2023/">Result</a></li> <li><strong>Kaggle, Happy Whale Competition:</strong> Top 1% (Apr 2022). <a href="https://www.kaggle.com/haotianqi/competitions">Result</a></li> <li><strong>USACO Platinum Division:</strong> 1/2000+, full score (Jan 2021). <a href="https://usaco.org/current/data/jan21_gold_results.html">Result</a></li> </ul> <hr /> <h2 style="color: #5a7d9a">Entrepreneurship</h2> <ul> <li>Co-founding a digital human startup with UROP supervisor.</li> <li>Utilizing cutting-edge technologies: Wave2Clip, Unet, and ChatTTS to create interactive digital avatars. 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