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