AI/ML engineer and full-stack developer. CS student who fine-tunes LLMs, builds agentic automation systems, and ships production web + mobile apps.
- Won Champion at Hack The East (Hong Kong AI hackathon) with Origraph
- Co-founder at Reunify Labs — building FPAI (first-principles AI ed-tech)
- Fine-tuned LLMs (Nemotron, Qwen) and DiT audio models on H100s
- Built autonomous pipelines with Claude Code, Appium, and multi-agent frameworks
- 11 models + 8 datasets on HuggingFace (1.7K+ dataset downloads)
| Area | Details |
|---|---|
| AI/ML | LLM fine-tuning (GRPO/RL, LoRA), DiT audio model training, data collection & curation, PyTorch, transformers |
| Agentic AI | Autonomous workflows (Claude Code, Appium), tool-use patterns, LLM API orchestration, multi-agent systems |
| Full Stack | Python, TypeScript, Node.js, FastAPI, Next.js, Supabase, PostgreSQL |
| Deployment | Vercel, Docker, AWS (Lambda, S3, CloudFront, DynamoDB), Railway, CI/CD, GitHub Actions |
| Data | Dataset creation & curation (HuggingFace), preference datasets, synthetic data pipelines |
| Mobile | Some iOS experience (SwiftUI, App Store deployment) — primarily AI-assisted development |
| Hardware | Arduino, ESP32 — timing control, voltage switching, sensor I/O |
| Project | Description | Stack |
|---|---|---|
| FPAI | First Principle AI — ed-tech platform that explains concepts from first principles using a block-based learning interface with recursive sub-blocks. Co-founder at Reunify Labs. | Next.js AWS Lambda DynamoDB OpenAI |
| Origraph | AI content provenance platform — invisible text watermarking SDK, provenance registry, browser extension. Champion at Hack The East 2026. | Python JS AI |
| Vellum | Rebuilt Origraph from the ground up with an enhanced UI for invisible watermarking, on-chain anchoring, and provenance verification for LLM outputs. Won an MLH track prize at UWB Hacks. | TypeScript AI Provenance |
| Amadeus 2.0 | Vision-first Android automation framework — AI-directed app workflows via Appium + Gemini/local LLM. GUI dashboard, TUI operator mode, scheduled jobs. | Python Appium Gemini |
| Amadeus | Original mobile AI assistant framework (legacy). Foundation for 2.0. | Python Swift |
| AudioX | Audio generation model fine-tuned on H100s — mixed SFX & music preference datasets. | PyTorch DiT H100 |
| MindDrop | AI voice journal & mood tracker — shipped to App Store. Built with AI-assisted development pipeline. | SwiftUI Claude Code |
| iOS App Factory | Autonomous agentic pipeline: Research, Design, Build, QA, Audit, Release, Market — powered by Claude Code subagents. | Python Claude Agents |
| Type | Notable | Stats |
|---|---|---|
| Models | nemotron-3-nano-reasoning (32B), qwen-3-nano-reasoning, gpt-oss-20b-union-identity (21B LLM fine-tune) |
Public models |
| Datasets | opus46-reasoning-mix-full (reasoning data), big-math-rl-30k-subset (math RL) |
1.7K+ downloads, 100+ likes |
