CS & Business @ Waterloo · ML systems and Software Engineering
Previously: ML Engineering Intern @ Rocket Innovation Studio
Currently: Director of Research @ Waterloo Blockchain
- Polymarket CLOB Reconstruction — Open-source pipeline for historical prediction market orderbook data; combines pmxt off-chain snapshots with onchain block scanning for open interest
- Calcite — Containerized AI bookkeeping agent (Rasa DIET, Docker, CI/CD via GitHub Actions)
- Tameio — Proof-of-concept onchain banking system on Monad with a Python rate engine and risk scoring for dynamic loan approval
Languages: Python · Rust · C/C++ · SQL
ML/Data: PyTorch · HuggingFace · SageMaker · Polars · Spark · MLflow
Infra: Docker · Kubernetes · AWS · Kafka · OpenTelemetry · GitHub Actions
Other: Solidity · Hardhat · FastAPI · Axum · PostgreSQL
- Reduced production ML inference latency by 50% at Rocket via DAG-based middleware engine
- Scaled SageMaker Feature Store infrastructure 7x company-wide
- Won $2,100 at ETHGlobal Buenos Aires (1,750 participants, 84 countries)