Agam Kumar Mishra

About Agam Kumar Mishra

Senior Data & AI Engineer @ Microsoft | Data Platforms | GenAI Systems | LLMOps | Multi-Cloud Architecture I am a Data & AI Engineer with 11+ years of experience designing large-scale data platforms that transform raw data into business value. My core expertise lies in building reliable data foundations and extending them with AI capabilities to power intelligent decision systems. Recently, I have focused on production-grade GenAI systems, combining strong data engineering fundamentals with modern LLM orchestration, agent frameworks, and AI platform architecture. I also completed a Master of Technology in Artificial Intelligence & Machine Learning, strengthening my understanding of the mathematics, probability, and statistical foundations behind modern AI systems. & • Built and productionized an enterprise AI assistant platform using Microsoft Agent Framework with full observability and traceability • Integrated enterprise workflows via Microsoft Teams AI applications • Designed an LLM testing framework enabling regression-safe GenAI releases • Delivered SupportData_Mate agent saving 30+ minutes/day per user • Standardized reusable GenAI orchestration patterns across product teams • Data & AI Platforms: Spark, Kafka, Flink, Databricks, Delta Lake, BigQuery • AI Engineering: GenAI systems, LLMOps, multi-agent architectures, Evals, LangGraph, Microsoft Agent Framework, Azure AI Foundry • Languages: Python, PySpark, SQL.NET • Cloud Platforms: Azure, AWS, GCP • Data Architecture: Batch & streaming pipelines, OLAP systems, scalable data models • Engineering Practices: CI/CD, infrastructure as code, secure AI deployments • Translating complex business problems into scalable data and AI platforms • Designing end-to-end architectures that connect data pipelines with intelligent AI applications • Building reusable engineering frameworks that accelerate product teams • Developing batch and real-time systems powering analytics and AI workloads • Ownership mindset: build systems, not just features • Business-first engineering: technology should deliver measurable impact • Platform thinking: build once, enable many teams • Continuous learning and knowledge sharing Certifications: AWS | GCP | Azure Data Engineer Contact: a••••••••@gmail.com

Experience

1. Senior Software Engineer(Data & Genai)

   Microsoft

   Mar 2025 — Present

   Designed and deployed a production-grade enterprise AI Assistant using Microsoft Agent Framework and Azure AI Foundry, enabling natural language access to support analytics and increasing product MAU by 30%.• Built a secure MCP (Model Context Protocol) server to provide governed tool and data access for AI agents, enabling controlled interactions with enterprise systems and strengthening security and compliance.• Developed a comprehensive LLM evaluation framework with curated test datasets, automated scoring, and regression testing pipelines to ensure consistent model behavior and safe GenAI releases using Azure Foundry Evaluation SDK.• Implemented end-to-end observability and traceability for the AI platform using Azure AI Foundry telemetry, enabling prompt tracing, tool-call monitoring, latency tracking, and faster debugging of AI workflows.• Developed SupportData_Mate, an AI agent that reduces manual investigation time by 30+ minutes per user daily, significantly improving operational efficiency for support teams.• Deployed the assistant as a Microsoft Teams AI application via Azure Bot Service, embedding AI capabilities directly into enterprise workflows and driving higher adoption.• Standardized reusable GenAI orchestration patterns and governance practices, enabling multiple teams to safely build and deploy enterprise AI applications.

Education

• BITS Pilani Work Integrated Learning Programmes

  Master's degree, Artificial Intelligence & Machine Learning

• AJAY KUMAR GARG ENGINEERING COLLEGE, GHAZIABAD

  Bachelor of Technology (B.Tech.), Electrical and Electronics Engineering

  2010 — 2014