Post by Utkarsh Chaudhari

🚀 Built a Driver-in-the-Loop Telemetry System for Sim Racing Over the past few weeks, I’ve been working on a Python-based telemetry and performance analysis toolkit for Assetto Corsa Competizione. The goal was simple: replicate a real-world motorsport data workflow — from data acquisition to driver insights. 🔧 What it does: • Real-time telemetry ingestion (60 Hz) via shared memory • Live terminal dashboard for driver feedback • High-frequency data logging (CSV + SQLite) • Post-session analysis (lap comparison, tyre degradation, G-G plots) • Cross-platform telemetry streaming using UDP 🧠 Tech stack: Python, Pandas, NumPy, Matplotlib, SQLite, Rich This project was heavily inspired by real race engineering workflows — translating raw telemetry into actionable insights. 📊 Next steps: • Web-based dashboard • Machine learning for lap prediction • Racing line optimization 🔗 GitHub: https://lnkd.in/dxQYxabu Would love feedback from anyone working in motorsport, data, or real-time systems. #motorsport #python #dataanalysis #simracing #engineering #realtimesystems