Professional Overview
Analytical professional with 4+ years of experience in data-driven system evaluation, performance monitoring, and quality optimization at Tata Consultancy Services. Strong experience reviewing system outputs, identifying failure patterns, and applying structured evaluation criteria in high-impact production environments. Hands-on exposure to Generative AI, prompt experimentation, and structured output analysis using Python. Highly detail-oriented with experience collaborating across engineering and product teams to improve system reliability, consistency, and performance. Passionate about AI model evaluation, benchmarking, and delivering actionable feedback to improve LLM and agent-based systems.
Areas of Expertise
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
