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Sin Liang Lee
Software engineer · AI/ML · Georgia Tech CS ’28
- 7× hackathon winner (how I run them )
- 11 vulnerabilities found (SSLab)
- Lead SWE, AI.SEA (’26)
Experience, latest first
Undergraduate Researcher, with Prof. Taesoo Kim
Systems Software & Security Lab, Georgia Tech
Identified 11 security vulnerabilities, including 5 rated CVSS 8.0+, in open-source software assessments.
FRIDAY HackMIT 2026
OpenAI 5th Teammate Challenge, 3rd place
Simulacra YHack Spring 2026
Best Use of K2 Think V2 (IFM), winner
Ming HackGT 12
MLH Best Use of Gemini API, winner
2,118 GitHub contributions, Oct 2025 – now
Lead Software Engineer
AI.SEA (Eupe Corporation Berhad)
Developed multi-agent schema discovery with OpenAI Agents SDK, deterministic validation, sandbox analysis and adversarial review, cutting manual schema creation from seven weeks to one overnight run.
922 GitHub contributions, Jul 2026 – Sep 2026
Data Science Intern
Queen Mary Hospital, HKU
Developed a PyTorch/OpenCV model to detect femoral malrotation during intramedullary nailing, supporting real-time intraoperative surgical decision-making.
1,059 GitHub contributions, May 2026 – Jul 2026
Co-founder & CTO, Byte In
Byte In Jan 2025 – Aug 2025
Built a computer-vision ML pipeline with A/B testing, achieving 98% food-recognition accuracy (23% relative improvement over baseline) and serving 1,000+ daily inferences.
University of Malaya AI Intern, Jun 2024 – Jan 2025
Deployed a production LLM system designed for 30,000+ users, integrating RAG, a vector database and prompt engineering to automate Q&A, course registration and scheduling.
209 GitHub contributions, Jun 2024 – Aug 2025
Junior ML Engineer, Model Evaluation Task Lead
Omdena Algiers Local Chapter
Co-author, “Hate Speech Detection in Algerian Dialect Using Deep Learning”. North Africans in Machine Learning (NAML) workshop, NeurIPS 2023.
microGPT 2023
A GPT written from scratch in PyTorch: 82M parameters, designed to be trained on a consumer GPU (RTX 4060, 8 GB).
106 GitHub contributions, Jun 2023 – Aug 2023
Projects
All projects
FRIDAY
Furnishes rooms with AI: a spatial analysis engine and an agent harness.
HackMIT 2026 · OpenAI 5th Teammate Challenge, 3rd place
- Three five-piece designs within a $1,200 budget
- First-person Gaussian-splat rooms
React · TypeScript · PlayCanvas · Gaussian splats · Django REST · OpenAI Agents SDK · Elasticsearch · Open3D
Simulacra
Paste a policy and watch a pixel-art city of AI agents react to it.
YHack Spring 2026 · Best Use of K2 Think V2 (IFM), winner
- 100 agents, can run an arbitrary number
- Opinions move by Deffuant bounded confidence
Python · FastAPI · LangGraph · asyncio · Socket.IO · React · Phaser 3 · K2 Think V2
Arkiba AI
Turns messy Bill of Quantities workbooks into classified cost data.
- Synthetic demo: 5,037 rows → 443 priced items
- Every answer cites its source rows
Python · OpenAI Agents SDK · FastAPI · PostgreSQL · DuckDB · React · Docker
Ming
Voice role-play for training managers, with multi-agent LLM characters.
HackGT 12 (2025) · MLH Best Use of Gemini API, winner
- Three agent roles: manager, employee, coach
- Scores the talk and annotates the transcript
TypeScript · Next.js · Mastra · Gemini 2.5 Flash · Cloudflare Workers
microGPT
A GPT written from scratch in PyTorch.
- 82,255,360 parameters
- 8 layers × 8 heads × 768 dims
- Made to train on one RTX 4060 (8 GB)
Python · PyTorch · Hugging Face Tokenizers · Weights & Biases · Streamlit
From the New World.
2,811 GitHub contributions, 2023–2026
- Emailslee3846@gatech.edu
- GitHubgithub.com/LeeSinLiang
- LinkedInlinkedin.com/in/sin-liang-lee
- RésuméPDF, 1 page ↗ (PDF, opens in a new tab)
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