Orion Quant Lab
Trading ideas, tested against history.
A quantitative research lab with historical backtests, momentum strategies, risk metrics, and reproducible experiment exports.
Explore Orion Quant Lab ↗ · Visit the github repo ↗Things I've built.
Applied AI, useful software, and the systems underneath.
KTPI
An agentic incident investigator.
Leading a 3-person team building a deployment investigation platform with Python, FastAPI, PostgreSQL, and React. An agentic investigator uses the OpenAI API and MCP tools to analyze GitHub workflow logs, commits, and test failures, then recommend fixes with supporting evidence.
Read about the workForestry AI assistant
A question. A query. A clearer picture.
Local LLMs turn natural-language questions into validated SQL and interactive geospatial maps. Processes 500K+ forestry records, with workflows completing in under 30 seconds.
Read about the workSpotr
Vehicle sourcing, connected.
An AI-powered platform combining 3+ automotive data APIs into one search experience for dealerships. Secured $7,500+ in funding and developed ranking across 10+ criteria.
Visit SpotrHealth trend model
Finding patterns in everyday health.
A 100-tree Random Forest trained on 1,000 synthetic health records and eight biometric and lifestyle features. Achieved 98% accuracy with an 80/20 train-test split; saved with Joblib and integrated into Streamlit for real-time predictions.
Visit the github repoTransaction processing
From events to validated records.
A Spring Boot service built for the JPMorgan Chase & Co. Forage experience, with Kafka transaction processing, SQL persistence, and a REST API.
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More code on GitHub ↗