Projects

Software I've built and shipped, research I've run, and client work through Renvane, my consulting agency.

Software

Interview Prep MCP ServerA hosted MCP server that gives Claude and ChatGPT one shared, per-user spaced-repetition study database.Python, MCP, Postgres2026AynA HackTX 2025 prototype that audits a live web page in a real browser and turns the findings into prompts for coding agents.Python, Playwright, LLM tooling2025

Research

KineticAugmentConverting sign-language video landmarks to 3-D body, hand and face models and back, to make training clips that keep a sign's meaning.computer vision, SMPL-X, sign language2026Wind energy site suitabilityTeam ML project that labels 2 km wind grid cells by turbine presence and compares logistic regression, random forest and XGBoost.XGBoost, geospatial, feature engineering2026Jev chess labA chess simulator for exploring how a structured-decision model selects moves in a browser-based game.chess simulation, browser automation, model evaluationETH/USDT momentum researchExploratory notebooks studying ETH price momentum with time-series backtesting methods.Python, time series, backtesting

Client work

KareApp Invoice BuilderTurns a food distributor's messy delivery spreadsheet into a Zoho import, with Claude name matching and human review of every match.Python, Claude API, Flask2026HSP Vendor FinderA browser agent searches Texas's HUB vendor list by trade code, checks each vendor, and saves up to three state info sheets per trade.Python, browser automation, Claude API2026B2B Outreach EngineA prospect database, API and dashboard for Afri Investment PLC, plus research and drafting workflows with a human approving every message.FastAPI, Supabase, LLM workflows2026