A speech analysis pipeline extracting acoustic features and integrating LLM-based feedback for real-time presentation coaching.

An ML-driven tree survivability system combining predictive modeling with real-world environmental data and explainable AI.

Real-time posture monitoring system using motion sensors and a 3D digital twin to deliver intelligent alignment feedback.

A full-stack workout analytics platform that transforms raw user input into structured insights and adaptive coaching logic.

Arduino-based hospital environment control system using sensors, PWM, and MOSFET power stages for real-time sound, lighting, and heating regulation.

Custom Yocto-based embedded Linux distribution with BitBake, OP-TEE integration, and kernel-level debugging for MaxABoard deployment.

A ROS2-based autonomy system integrating perception, navigation, and deployment-ready CI workflows for aerial robotics.