Data Scientist / AI Engineer | Specializing in LLMs & AI Agents

I am a Data Scientist with over 5 years of experience building end-to-end AI solutions[cite: 4].I specialize in Generative AI, Agentic Workflows, and MLOpsCurrently, I am focused on developing advanced LLM systems like Text-to-SQL and multi-agent collaboration patterns

• [cite_start]Generative AI: LLMs (GPT-4, Gemini), RAG, LangGraph, LangChain, CrewAI, Agentic AI[cite: 12].
• [cite_start]ML/DL Frameworks: PyTorch, TensorFlow, Keras, Scikit-Learn, OpenCV[cite: 9, 14].
• [cite_start]MLOps & Cloud: Azure, Databricks, MLFlow, Airflow, Docker, MCP[cite: 12].
• [cite_start]Programming: Python, SQL[cite: 13].

• [cite_start]AI Agent Workflows: Implemented multi-agent collaboration with LangGraph for autonomous ingestion and reporting[cite: 27].
• [cite_start]Text-to-SQL Systems: Developed dynamic schema-adaptive SQL generation using GPT-4 and LangChain[cite: 20].
• [cite_start]RAG Optimization: Improved Q&A precision by 25% via RAGAS evaluation and hallucination mitigation.
• [cite_start]Retail AI: Boosted retail-pharma profits by 15% through advanced multi-class classification models.

• MS in ML & AI | [cite_start]Liverpool John Moores University (Merit)[cite: 6].
• Post Graduate in ML & AI | [cite_start]IIIT-Bangalore (GPA: 3.79/4.0)[cite: 6].
• [cite_start]Certifications: Azure AI Fundamentals (AI-900), Governing AI Agents (Databricks)[cite: 55, 57].

"Aligning AI research with business goals to generate measurable outcomes."