Insights

Write-ups from current engineering work: control systems, training infrastructure, software systems, and the operational details around getting them to run.

Training Autonomous Flight Control for Small UAS

Building a reinforcement learning pipeline from simulated demonstrations to validated flight policies on PX4 hardware. Covers the training loop, evaluation gates, deployment contracts, and the engineering constraints around safe promotion.

Keeping Long-Running Experiments Organized

Organizing unattended CPU and GPU experiment runs across local and remote systems, with attention to validation, placement, traceability, failure handling, and recovery.