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 Shen's Projects

android-usc-recapp

The USCRecApp is an Android application designed for USC students to make reservations on USC recreational centers online, implemented in JAVA following best software engineering practices.

jssp-optimization

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

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 (MAPF) with Multi-Agent Reinforcement Learning (MARL) to explore efficient coordination strategies among autonomous agents in dynamic environments.

mistral_from_scratch

Mistral and Mixtral (MoE) from scratch

multi-modal-ml-project

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

pomdp-rl

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 partially observable Markov decision processes (POMDP) under finite linear temporal logic (LTL) constraints.