AI/ML Engineer currently at AI Singapore (AI Apprenticeship Program), building computer vision and agentic AI systems.
- Satellite image change detection using deep learning
- Agentic RAG systems with tool use and self-correction
- MCP (Model Context Protocol) integrations for developer productivity
AI/ML: PyTorch 路 Transformers 路 LangChain 路 Haystack 路 RAG 路 Computer Vision 路 NLP Backend: Python 路 FastAPI 路 Django 路 Flask Frontend: React.js 路 Streamlit Cloud & Tools: AWS 路 Docker 路 Git 路 ChromaDB
| Project | Description |
|---|---|
| Edge AI RAG Bot | RAG chatbot with FastAPI + Streamlit + evaluation pipeline |
| LLM Fine-tuning | QLoRA fine-tuning on consumer GPUs with full eval suite |
| TODO MCP Server | MCP server for code TODO tracking, integrates with Claude |
| ESG Platform | ESG reporting platform (HackOMania 2024) |
