At Rolls-Royce Power Systems India, I develop regression-based machine-learning models for manufacturing product-cost estimation, using pricing, bill-of-materials, operational KPI, and cost data to support business decisions.
I also built an LLM application using open-source models and Retrieval-Augmented Generation to provide context-aware responses from domain-specific data while supporting privacy, analysis, and workflow automation.
My projects span weather classification, particle-physics jet classification, and autonomous-driving perception, where I developed a semantic-segmentation model that achieved median validation IoU of 0.64 and DICE of 0.76.
