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wnkinc/README.md

Hey πŸ‘‹

Self-taught, with a BA in CS and data analytics in there somewhere. I like to mess around with computers and markets.

πŸ”Œ Agent infrastructure & security

  • claude-custom-connector-server β€” secure MCP server framework for the Claude apps: Cloudflare Tunnel ingress, Google OAuth per tool, egress allowlists, an LLM-output guardrail sidecar, and out-of-band approvals. Runs on your own Linux box, or provisions its own EC2 VM with Pulumi.
  • beta-tools β€” the incubator overlay for that stack: X API surface, crypto market-data lake (OpenBB), self-hosted Lean backtesting.

🧬 Applied ML & data

  • Hull Tactical Market Prediction β€” 19th of 3,677 teams (top 0.5%) in a nine-month featured Kaggle competition run by a quantitative asset manager: forecasting excess S&P 500 returns under volatility constraints, scored on a modified Sharpe ratio. Hand-rolled feature sweeps (lags, rolling stats, EMAs, interactions) and model sweeps across a nine-model zoo plus stacking, validated on custom expanding time-series folds, every run tracked in self-hosted MLflow. β†’ final notebook Β· my Kaggle
  • Bio-RAG β€” biomedical question-answering RAG on AWS: Chainlit + LangChain app, GPU semantic reranker, OpenSearch hybrid retrieval, Pulumi infra. Implements Stuhlmann et al. (2025).
  • delta-bridge β€” data-sharing service built on Delta Sharing: upload a CSV, serve it as a live Delta table, consume it from any notebook.

πŸŽ“ Roots

  • the-odin-project β€” the full-stack JavaScript path, end to end: 46 projects in one repo, from a first HTML page to a deployed full-stack blog.

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  1. claude-custom-connector-server claude-custom-connector-server Public

    Secure MCP server framework for hosting custom Claude connectors β€” deploy locally or in the cloud.

    Python 1

  2. beta-tools beta-tools Public

    Incubator overlay for claude-custom-connector-server β€” experimental MCP tools (X API surface, crypto data lake, Lean backtesting) running on the live stack.

    Python

  3. Bio-RAG Bio-RAG Public

    Biomedical question-answering RAG system on AWS β€” Chainlit + LangChain app, GPU semantic reranker, OpenSearch hybrid retrieval, Pulumi infra. Implements Stuhlmann et al. 2025.

    Python

  4. delta-bridge delta-bridge Public

    AWS data-sharing service built on Delta Sharing β€” upload CSVs, serve them as live Delta tables, consume them from any notebook.

    Python

  5. the-odin-project the-odin-project Public

    Everything I built working through The Odin Project's full-stack JavaScript path β€” 46 projects, one repo.

    JavaScript