SAM NITHIN BAYYA

Highly motivated and experienced ML Engineer with experience specializing in design, development, and deployment of
production-grade machine learning solutions on Google Cloud Platform. Proven expertise in architecting scalable end-to-end
AI/ML pipelines using Vertex AI to drive measurable accuracy improvements in classification and detection tasks. Proficient in
leveraging Generative AI, RAG, and Large Language Models, specifically Gemini AI, Google ADK and Prompt Engineering, to
build sophisticated chatbots, entity extraction models, and document retrieval system. Strong technical foundation in Python
and SQL. Experienced in the full ML lifecycle – from model training and synthetic data generation to integrating models into
Flask based web applications for real-time inference. Demonstrated leadership in managing technical teams to deliver

Software Engineer
Acuvate Software Pvt Ltd
2022 - 2025

MBA - Systems with Business Analytics
St. Johns PG College
Osmania University