Rishu Roy

AI @ Google | UT Austin | Post Training, Finetuning LLMs, Gen AI, Advanced RAG, Reinforcement learning || I help companies research, build and deploy great AI products, multi-agent systems, open source LLMs/VLMs at scale

Role
Software Engineer 3- Ai, Machine Learning at Google
Location
Bengaluru, KA, IN
LinkedIn followers
500 followers

About Rishu Roy

Applied AI Scientist specialised in working with LLMs, VLMs, Reinforcement learning, Generative AI, NLP, Computer Vision, and AI research since last 6-7 years. Experienced with research and development of Machine learning, AI models and products;he has successfully deployed AI models and products for multiple Fortune 500 companies and product startups at scale.Having worked with fintech, insurance tech and product startups, he can develop, train, fine tune models and deploy scalable AI products. Skills: AI Research, AI ethics, LLMs, Generative AI, NLP, RAG, Reinforcement learning, post training, alignment and fine tuning of LLMs, VLMs, Data science, predictive analytics, machine learning, MLOPs, AI, deep learning, Computer vision, Deployment, Product Development, Statistics, python, SQL, PyTorch, Research, feature engineering.

Experience

  1. Software Engineer 3- Ai, Machine Learning

    Google

    Feb 2026 — Present · Hyderabad, IN

    Lead the development of large-scale GenAI and LLM systems focused on multi-agent coordination, reasoning-driven automation, and adaptive AI pipelines.Design, build, and scale model alignment and optimization frameworks to improve reliability, robustness, and real-world performance of production models.Drive applied research and engineering efforts to reduce hallucinations, strengthen retrieval and reranking pipelines, and improve semantic accuracy and task generalization.Partner across research and engineering teams to transition advanced LLM and agent capabilities from experimentation to production-scale deployment.Champion responsible AI initiatives, developing evaluation frameworks to assess safety, truthfulness, and compliance at scale.

Education

  • Army Institute of Technology, College of Engineering,Pune

    Bachelor of Engineering - BE, Computer Science

    2016 — 2020

  • Army Public School, Bangalore

    12th Std., Maths, Physics, Computer Science

    2013 — 2015

  • The University of Texas at Austin

    Master of Science - MS (Thesis track), Artificial Intelligence

    2024 — 2026

  • Goethal's Public School

    10th

    2013

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Rishu Roy — Software Engineer 3- Ai, Machine Learning at Google in Bengaluru, KA, IN | Unifers