• Established a startup focused on XR glasses with proprietary optical waveguide technology, enhancing field of view and reducing device thickness.• Optimized ray tracing algorithms using Python, CUDA, and PyCUDA for real-time light simulation, boosting performance by thousands of times through GPU acceleration and multithreading.• Applied NumPy and SciPy for advanced mathematical computations, improving accuracy in light behavior simulation.• Built and tested deep reinforcement learning models with Gym and custom Python scripts to streamline optical component configurations.

• Developed a showcase chatbot demonstrating Nuance Mix platform capabilities using Python and JavaScript, integrating ASR, NLU, and TTS via RESTful and WebSocket APIs.• Enhanced chatbot functionality with image upload support, cloud storage, and third-party API integrations, improving user engagement by 40%.• Implemented custom middleware to integrate third-party services with Nuance Mix, showcasing the platform’s extensibility and advanced capabilities.

Enhanced magnetic coil simulation algorithms written on MATLAB and improved their speed by 25% and accuracy by over 30%. Received positive feedback from founders of the startup.

Automated tedious manual task by developing algorithm to solve Gaussian peaks obtained with Roman spectroscopy made with MATLAB and Simulink. Improved it by saving results into separate file for later processing.