projects

Things I've built. Private repos are marked; ask if you want a walkthrough.

• AMATS

  private

  Adaptive multi-asset trading system for equities and crypto. 25+ specialized agents debate each decision before a risk guardian approves, modifies, or vetoes it. Paper and live execution, backtesting, risk controls.

  Python · FastAPI · multi-agent · TimescaleDB

• mlx-serve

  github

  Local inference server for Apple Silicon. Hot-swaps MLX models (LLM, vision, embeddings, TTS, STT) behind an OpenAI-compatible API.

  Python · MLX · local inference

• Entity Resolution Workbench

  private

  Auditable system for resolving 76k+ procurement vendors against 196k+ finance records: multi-pass blocking, interpretable scoring, one-to-one resolution, review queues, and knowledge-graph audit trails.

  Python · FastAPI · Next.js · knowledge graphs

• Impact Trade File Analysis

  github

  Multi-engine risk analysis comparing QUIC and Acadia outputs across FX swaps and forwards: PFE metrics, decision-tree analysis, interactive visualizations, and LLM-generated explanations.

  Python · Next.js · D3 · risk

• Paywind

  github

  Modular personal finance dashboard: Plaid connectivity, account aggregation, and customizable modules for a unified view of your money.

  Next.js · TypeScript · Plaid

• SmartRecipe

  github

  Meal planner that recommends recipes from what you have, builds weekly plans and shopping lists, and includes an AI recipe assistant.

  Next.js · Python · OpenAI

• RiskEval

  private

  Notebook-driven research into why Potential Future Exposure changes between trade files, using feature analysis and decision trees.

  Python · Jupyter · risk

• MLRiskAPI

  private

  Compact ML API for reusable risk analytics: anomaly detection, forecasting, clustering, and feature importance.

  Python · scikit-learn · API