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DongmingShenDS/README.md

Hi there, I'm Dongming Shen 👋

👨‍💻 About Me

  • 🔭 I’m currently a student at MIT and a dedicated Machine Learning Specialist.
  • 🎓 I graduated from USC in 2023, earning dual degrees in Computer Science and Applied Mathematics.
  • 🖥️ My experience includes researching and developing innovative machine learning models and applications.
  • 🔍 I am actively seeking a full-time position in related fields.

🛠 Skills

  • 💡 Machine Learning, Artificial Intelligence, Data Science
  • 📊 NLP, LLM, GenAI, RAG, Agents, RL, CV...

📈 GitHub Stats

Dongming's Top Langs

Popular repositories

  1. MAPF-MARL MAPF-MARL Public

    This repository contains Dongming Shen's demonstration code and documentation for the research projects conducted at the IDM Lab, USC. The project focuses on integrating Multi-Agent Path Finding (M…

    Python 2

  2. POMDP-RL POMDP-RL Public

    This repository contains Dongming Shen's code and documentation for the research projects conducted at the AIDyS Lab, USC. The project focuses on integrating Reinforcement Learning (RL) to solve pa…

    C++ 2

  3. Multi-Modal-ML-Project Multi-Modal-ML-Project Public

    A data science project to predict online pet adoption speed using image, natural language, and tabular data with a multi-modal ML framework.

    Jupyter Notebook 2

  4. JSSP-Optimization JSSP-Optimization Public

    Job-Shop Scheduling Problem with Mixed Integer Optimization. Formulation and implementation in Julia Gurobi.

    Jupyter Notebook 2

  5. QA_RAG QA_RAG Public

    RAG based QA system based on domain knowledge from local PDFs, useful for reviewing for exams and interviews :)

    Jupyter Notebook 2

  6. Mistral_From_Scratch Mistral_From_Scratch Public

    Mistral and Mixtral (MoE) from scratch

    Python 2