AI-Driven Automation & Robotics

• Designed and developed synthetic training data for machine learning models using Blender, creating artificial 3D environments to simulate object-picking tasks.
• Applied reinforcement learning techniques to optimize robotic motion planning, improving efficiency and adaptability in dynamic environments.
• Developed an object detection solution in Python that performed real-time inference on the Movidius Stick, enabling efficient image capture and decision-making processes in manufacturing environments.

Key Technologies & Skills

Python · TensorFlow · OpenCV · NumPy · Pytesseract · Pandas · Scikit-Learn · Pytest · Blender

Computer Vision · Machine Learning · Reinforcement Learning