Experience
Production systems across financial data, model infrastructure, applied ML, and founder-led products.
Founder and Production Engineer
Founded GreenRoom to help artists and creative teams find the right people through verified work and real relationships. Led its paid V1 launch (137 paid consultations on AWS serverless), the Postgres graph re-architecture, a production graph-grounded assistant (Claude tool-use over SQL, nightly answer-quality evals gating deploys), and the agent-assisted delivery system behind 1,500+ merged PRs.
Python, TypeScript, AWS, PostgreSQL, FastAPI, Next.js
Independent R&D Engineer
Built a resumable market-research pipeline, 13-model ensemble, and blocking nine-point pre-trade gate with automated outcome settlement.
Python, FastAPI, PostgreSQL, Redis, React
Data Engineer
Reduced source onboarding by 85 percent and distributed a 100M+ parameter calibration workload across Kafka and AWS ECS.
Python, SQL, Snowflake, Kafka, AWS
Software Engineer, Data Technologies
Migrated ESG data for 6,500+ companies and reduced query latency by 45 percent for quantitative research workflows.
Python, SQL, Kafka, AWS
Software Engineer, Data Science
Improved wind-speed prediction accuracy by 26 percent for autonomous drone flight systems and built social-bot detection workflows.
Python, Keras, Docker, GitLab CI/CD
Machine Learning Engineer
Built time-series ETL and anomaly detection over more than one million PostgreSQL and AWS traffic-sensor records.
Python, SQL, PostgreSQL, AWS