Worked on accelerating functional coverage in Questa through constraint randomization techniques.

Focused on maximizing Toggle Coverage using advanced probabilistic and statistical methodologies.

Developed a high-performance CNN image classifier using TensorFlow, featuring advanced architectures like ResNet and optimized with techniques such as learning rate scheduling for superior accuracy.

Implemented Python-based integration with real-time stock price data feed, utilized React.js, Node.js, and TypeScript to integrate Perspective open-source code for dynamic data visualization, and developed trader dashboard charts emphasizing financial analysis.