First experience with:
- Supervised Learning & Deep Learning (CNN, RNN, Transformer)
- Reinforcement Learning
- Integration of foundation models (LLMs/VLMs) into robotic workflows for perception, control, and decision-making
- Computer Vision, Sensor Fusion, Point Cloud Processing
- Deployed and optimized AI models (NVIDIA Triton, TensorRT, ONNX) on edge devices for real-time inference on embedded platforms (Jetson, Xavier, Orin).
- Robot Kinematics and Dynamics, Motion & Path Planning, SLAM
- Programming (Python, C++ ) and software development (versioning, CI/CD)
- Robotics middleware (ROS2)
- Robotics Simulation solutions (Nvidia Omniverse, MuJoCo)

- Collaboration in international context across business & technology
- Coordination & Project Management
- Problem Solving
- Communication