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Achievement: Pull Shark

Achievements

Achievement: Pull Shark

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SaturnTsen/README.md

About 👋

Hi there! I’m SaturnTsen, currently pursuing a dual degree at École Polytechnique and SJTU, specializing in statistics 📊 and random phenomena modeling. My research focuses primarily on computer vision 👁️ and Diffusion Models.

I’m currently researching 3D diffusion models at the Mediabrain Laboratory, affiliated with the Cooperative Media Innovation Center, SJTU.

Projects 💼

  • Domain-specific Code Generation with LLMs
    Project Lead, École Polytechnique, Sep. 2024 - Present

    • Designed and implemented the Envision domain-specific code generation system from scratch.
    • Developed a hybrid RAG pipeline integrating FAISS semantic search 🔍 and cross-module dependency tracing.

  • Research on AI Interpretability
    Research Assistant, John-Hopcroft Center, SJTU, Jul. – Aug. 2024

    • Extracted Shapley values for knowledge distillation 🔬 and evaluated generalization ability in knowledge transfer.
    • Trained foundational models like BERT, VGG, and ResNet, and conducted robustness analysis 🧠.

Feel free to explore more of my work below! 🌟

Tech Stack 💻

  • Domain Expertise: Deep Learning 🤖, Computer Vision (3D Asset Generation), and AI Interpretability
  • Programming Languages: Python (NumPy, PyTorch, Pandas), C++, Linux, Docker
  • Other Frameworks & Tools: LangGraph, Streamlit, Node.js, Vue.js, etc.

My CV 📑

For a more detailed overview, please refer to my personal website.

Pinned Loading

  1. LLM-DSL-Gen LLM-DSL-Gen Public

    An LLM-driven domain-specific language (Lokad) generator. Projet Scientifique Collectif sous direction de Lokad et l'École Polytechnique.

    Jupyter Notebook 4 3

  2. NSGA-II-cpp NSGA-II-cpp Public

    the Non-dominated Sorting Genetic Algorithm II (NSGA-II) in C++ to solve multi-objective optimization problems, particularly the LOTZ and mLOTZ benchmarks

    C++ 1

  3. SceneGen SceneGen Public

    Multi-view interactive 3D scene genetaion (Research project)

    Jupyter Notebook

  4. EECS-498-007 EECS-498-007 Public

    Personal Solution to the assignments as part of the University of Michigan's EECS-498-007 course - Deep learning in Computer Vision

    Jupyter Notebook

  5. http-proxy http-proxy Public

    A proxy server hosted on a virtual machine, routing traffic through a VPN to bypass network restrictions on the eduroam network.

    JavaScript