A LangGraph + Claude Agent SDK pipeline that reviews pull requests against security, licensing, and data-handling policy before merge — cost-gated, human-in-the-loop.
- active
- LangGraph
- Claude Agent SDK
- FastAPI
- Policy compliance
Projects
What I'm building and what I've built.
What I am working on right now.
A pip-installable PDPA compliance layer for Malaysian SMEs using AI/LLM tooling with customer data. One shared codebase, two packages: presidio-audit and presidio-malaysia.
- active
- PDPA
- PII redaction
- Presidio
- Python
Multi-agent supervision of a live ML model: monitoring, investigation, remediation, post-mortem.
- active
- Multi-agent
- MLOps
- Monitoring
- Post-mortem
vcrpy for MCP. Records real agent–server sessions into diffable cassettes and replays them as deterministic mock servers.
- active
- MCP
- Testing
- PyPI
- Python
This site. Statically generated with Astro and deployed to GitHub Pages via GitHub Actions.
- active
- Astro
- Tailwind
- GitHub Pages
Research and work that is finished.
Computer-vision PhD research
Doctoral research on perception for autonomous vehicles: traffic-junction crossing, dense optical flow for objects, pixelwise junction segmentation, and binary neural networks for traffic-sign detection. Also contributed to ICU patient-monitoring models.
- past
- Computer vision
- Autonomous vehicles
- Optical flow
- Object detection
- Segmentation
- PyTorch
- TensorFlow
Master/early-PhD work on an object-centric approach to predicting and labeling robot manipulation tasks (ICRA 2018).
- past
- Robotics
- Manipulation
- ICRA 2018