Sureshkumar Ramasamy — AI Researcher

Microsoft Azure AI/ML Professional with 16 years of industry experience, including the last 7 years dedicated to executing and leading machine learning and GenAI initiatives. Proficient in roles spanning Data Scientist, ML Engineer, MLOps Engineer, and Generative AI specialist based on evolving project demands. Machine Learning (Azure Machine Learning , Python): • Proven expertise in designing and deploying end-to-end ML solutions across domains such as ecommerce, job placement, and manufacturing optimization. • Skilled in building predictive models, recommendation systems, and regression-based optimizations using tools like Azure ML, TensorFlow Recommenders, XGBoost, and Bayesian techniques. Gen AI (Azure AI Foundry, Copilot Studio, Azure ML): • Experience with prompt optimization, dynamic LLM routing, and prompt compression. • Built AI agent solutions using LangChain/LangGraph and retrieval-augmented generation (RAG). -Multi-Agentic solution using orchestrator Agent, Super Agent and utility agents -Experience in developing chat based (conversation) AI Agents MLOps: • Productionized ML models using CI/CD pipelines; automated image builds and ACR pushes. • Converted development notebooks into containerized applications for scalable deployment. • Integrated Git-based workflows to manage code, versioning, and pipeline triggers efficiently. Knowledge Graph: • Migrated and modernized knowledge graph systems from on-prem to cloud GPU environments. • Trained and tuned knowledge graph models for semantic search and relationship mapping.  Real time data intelligence: • Managed high-volume, real-time data using Azure Event Hubs and Cosmos DB. • Applied Spark and partitioning strategies for scalable processing and streaming pipelines • Designed analytics systems that enable real-time inference and feedback loops. AI/ML Solutioning: • Created detailed solution designs and technical flow diagrams in response to RFPs and clientspecific needs. • Provided effort estimations and project plans to support efficient resource allocation and timely delivery.

Stackforce AI infers this person is a Machine Learning and AI specialist with a focus on SaaS and cloud technologies.

Location: Chennai, Tamil Nadu, India

Experience: 18 yrs