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PmvoUTRnPHONE NUMBER AVAILABLEEducationCollege of Engineering, University of MichiganM.S.E in Electrical and Computer EngineeringStreet Address .09 - 2025.08Ann Arbor, MICollege of LSA, University of MichiganB.S. in Computer Science & Psychology - GPA PHONE NUMBER AVAILABLE24.05Ann Arbor, MI2020 Dean's List, 2021 Dean's List, 2022 Hub Contribution Awards, 2023 University Honors SkillsFull Stack Dev: React, MySQL, AWS, Swift, TypeScript, Linux, ROS, Docker, Flask, Swift, Python, C++, Rust, JavaScript ML & AI: NumPy, PyTorch, TensorFlow, MATLAB, HuggingFace, MMengine, ONNX, OpenCV Work ExperienceVision-Language Model Development InternMachine Learning Engineer Confidential Company (due to NDA) 2024.05 - PresentVision-Language model development: Developed a fine-grained Vision-Language model for food inspection, enhancing CLIP modality alignment in embedding space and increasing accuracy by 10%. Data collaboration and augmentation: Collaborated with data and full-stack teams to fetch high-quality datasets and efficiently generated additional datasets, boosting model performance by 15%. Video Representation Learning Research Intern Paper submitted to NIPS Research Assistant College of Engineering2024.01 - PresentAnn Arbor, MIAction recognition model: Assisted in developing an action recognition model, improving downstream tasks by 20%, and conducted an ablation study on action recognition and localization with Faster R-CNN. Algorithm design and hyperparameter tuning: Designed an innovative random selection algorithm for a dual-way CNN, reducing overfitting by 25%, and fine-tuned model hyperparameters to increase mAP by 20%. Experiments and contributions: Replicated contrastive learning experiments on various datasets, and submitted a PR to MMAction2 that accelerated AVA dataset preparation, reducing time by 30%. E-Bike ADAS System Design Co-opTeam Lead Drover.AI2024.01 - 2024.05Ann Arbor, MIADAS development: Led a team in creating a $100 ADAS for e-bikes, achieving a $15 cost reduction and 30% performance improvement by researching SBC solutions. Model evaluation and deployment: Wrote a custom dataloader for evaluating models on the nuImages dataset and deployed the model in ONNX format for seamless SBC integration. Algorithm and library enhancements: Designed and implemented collision detection algorithms with OpenCV and improved the torchvision video clips library, reducing load time by 10%. Multi-Modality AI ResearchResearch Assistant College of Engineering2023.08 - 2024.04Ann Arbor, MIDocker and API development: Constructed a Docker container to enhance multi-modality understanding and image generation, and utilized Flask to build an API for generating cross-modality captions. Algorithm improvements: Improved algorithms for computing similarities between modalities, increasing precision by 15%, and implemented a new algorithm from the literature, reducing computation time by 25%. Interface design: Designed an easy-to-use interface with React and TypeScript to streamline the image generation process.AWS Platform Development InternTechnical Team Lead Blue Talks2023.03 - 2023.07Ann Arbor, MIPlatform development: Engineered a chat platform using AWS services, incorporating a SAML authentication system with the University of Michigan as IDP for 1200 requests. Chat support: Supported call-in and real-time chat bots with AWS Connect, managing 70+ calls and 500+ chats. Front-end development: Developed a dynamic front-end interface using React and TypeScript. Project ExperienceMobile App Dev ProjectsCourse Developer College of Engineering2023.09 - 2023.12Ann Arbor, MICourse development: Helped a professor R&D a new mobile development course, leading a team of 4 and utilizing AWS EC2, Nginx, and Gunicorn to architect an efficient backend capable of handling 2000 mixed type queries. Video streaming and interface development: Leveraged HLS to implement video streaming capabilities, providing a dynamic user experience, and developed a user-friendly interface using Swift to significantly improve the app's usability.WebRTC implementation: Constructed a complete suite of WebRTC in iOS, enabling P2P video chats across platforms. Zesen Zhao(Hyman)PHONE NUMBER AVAILABLE EMAIL AVAILABLEAnn Arbor, MILinkedin: LINKEDIN LINK AVAILABLE