race-engineering

Claude AI skill — personal karting coach for young Rotax racers. Telemetry analysis, MyChron dashboards, setup advice, Rotax regulations. Ages 7-14. EN/PT.

Full-field race recorder (CSP Lua app) + incident analysis and WCL-style interactive replay reports for Assetto Corsa offline racing

Interactive 2026 F1 Engineering & Strategy Analysis Tool

AI Race Engineer is a Streamlit-based Formula 1 telemetry analysis app powered by FastF1. It delivers corner-level time-loss insights, driver comparisons, and actionable coaching with robust logging, typed models, and automated test coverage.

Independent technical analysis of every 2026 Formula 1 Grand Prix, written by an aspiring race engineer. Live at apexbymilla.com

AI race engineer for iRacing. Real-time telemetry analysis with voice feedback via the Claude API.

Here are many projects to analyze the lap times (one or more laps). For the most of the projects you need Pythonlibraries (Pandas, matplotlib, numpy). Have fun iwth my projects and write your feedback in the comments

Open-source F1 race engineering platform for telemetry analysis, lap comparison, session analytics, and tyre strategy insights.

MATLAB pit stop strategy model for the Daytona 500. Models fuel windows, strategy comparison, and caution period decision logic for NASCAR race engineering.

Lap time simulator for a Formula Student Electric car — QSS + transient 4-DOF solvers, Magic Formula tyre model, electric powertrain with regen and battery SOC feedback, virtual 7-post rig. Verified against closed-form analytical solutions. Python / NumPy / SciPy.

Real-time F1 race strategy command center with discrete-event simulation, live track visualization, strategy comparison, and one-click pit radio integration.

MATLAB lap time analysis dashboard using real F1 race data. Analyzes tire degradation, driver consistency, and time gaps. Built for motorsports data engineering portfolio.

A rally race-engineer tool for creating and analyzing vehicle setups per stage (RBR, Dirt Rally, ACR, EA WRC)

Full-stack iRacing telemetry platform: real-time ingest, DuckDB/Parquet storage, a MoTeC-i2-style web analysis UI, and a tiered AI race engineer (MCP + multi-agent Claude + evals).