Education
M.S. Data Science and Analytics
Georgetown University, 2023 - 2025B.S. Finance / Minor Math
Wenzhou-Kean University, 2019 - 2023
Technical Stack
| Field | Technologies & Tools |
|---|---|
| Programming Languages | Python, SQL, JavaScript, R |
| Machine Learning/Deep Learning Frameworks | PyTorch, TensorFlow, Scikit-learn, Hugging Face |
| Data Analysis & Processing Tools | Pandas, NumPy, Polars, Spark(PySpark), Hadoop |
| Cloud Computing & Deployment Platforms | AWS (S3, EC2, EMR, SageMaker), Azure, Docker |
| Core Deep Learning Methods | CNN, RNN, Transformer (BERT/GPT/LLaMA), GAN, ViT |
| Natural Language Processing Techniques | LangChain, ReACT, LoRA/QLoRA, RLHF, RAG, Flash-Attention |
| Computer Vision Technologies | OpenCV, ResNet, UNet, GAN, Diffusion Models |
| Model Production & Deployment | Flask, Django, FastAPI, Celery, Streamlit, MLFlow, vLLM |
| Databases & Caching Systems | MySQL, PostgreSQL, MongoDB, Elasticsearch, Redis |
| Data Visualization Tools | Matplotlib, Seaborn, Plotly, ECharts, Tableau |
| Code & Engineering Collaboration | Git, GitHub Actions, Docker Compose, CI/CD |
| Experiment Management Tools | Weights & Biases, MLFlow, TensorBoard |