Teams at Gatik

Lead design and implementation of a multi-modal behavior prediction system using image and LiDAR data. Build optimized data pipelines, train and evaluate models (LSTM, Transformer), scale training/inference infrastructure, and integrate prediction into the autonomous driving stack. Drive R&D to production and ensure system reliability and safety through testing.

Design and implement real-time perception and sensor-fusion algorithms (LiDAR, camera, radar) for autonomous trucks. Build and optimize deep learning models, manage large-scale datasets, run field tests and simulations, and develop validation frameworks to ensure robust, safe perception in diverse driving conditions.

Build and improve HD mapping production pipelines: process and validate large LiDAR/camera datasets, extract road features, validate topology, develop Python geospatial tools, use PostGIS and cloud infrastructure, and collaborate with autonomy, perception, and planning teams to deliver high-quality maps on tight timelines.