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rajeshl8/README.md

👋 Hi, I’m Rajesh Lingam

AI Evaluation Engineer | DevOps & MLOps Specialist | Judge & Mentor | IEEE Senior Member

I build large-scale AI Evaluation Systems that combine automation, quality engineering, and real-world impact.
Over 20+ years in the industry (DevOps → MLOps → AI Evaluation), I’ve delivered platforms that run thousands of automated workflows, power enterprise-grade GenAI features, and support cross-functional teams globally.


🚀 What I Work On

  • AI Evaluation Platform And Enterprise Applications(Adobe)
    End-to-end automation for GenAI Q&A evaluation using Prefect, Databricks, W&B, and scalable metric validation.
    Includes baseline validation, batch flow execution, zero-click evaluation, and quality-gates.

  • Agentic AI & Hackathon Projects
    I actively prototype agentic AI solutions using LangGraph, LangChain, NIM, and evaluate them with FastPass.
    Recent project: AgentJarvis – AI Personal Evaluation Assistant (EKS + NVIDIA NIM).


🎤 Talks, Judging & Mentoring

I regularly participate as a judge, mentor, or reviewer at academic and developer events.

Highlights:

  • IEEE Senior Member
  • Reviewer for multiple tech conferences
  • Hackathon judge/mentor (MIT/Harvard/Princeton–style university events)
  • Speaker on GenAI evaluation, MLOps, and agentic AI systems

If you’re looking for a mentor, reviewer, or community speaker — I’m happy to connect.


📝 Writing & Publications

I enjoy making complex AI Evaluation and MLOps topics easier to understand.


🎥 Demos & Hackathon Work


🔗 Let’s Connect


⚙️ Tech I Use Daily

Python • Prefect 3 • Databricks • Weights & Biases • LangGraph • Kubernetes • Docker • CircleCI • Supabase • Next.js • Azure OpenAI • AWS EKS • Terraform • CI/CD • Testing Automation • GenAI Evaluation


📬 Open to

✔️ Guest talks
✔️ Mentoring (students, professionals)
✔️ Hackathon judging
✔️ AI Evaluation consulting
✔️ Technical reviews & panels

If any of this aligns with your event or project — feel free to reach out!

Pinned Loading

  1. agentjarvis agentjarvis Public

    Autonomous AI personal assistant powered by NVIDIA NIM (LLM + Retrieval Embeddings) with RAG pipeline. Analyzes Gmail/Calendar, generates context-aware daily plans, and autonomously executes tasks.…

    Python

  2. CS683-ProjectPortalLabs-rajeshlbu CS683-ProjectPortalLabs-rajeshlbu Public

    Java

  3. protect10k protect10k Public

    TypeScript

  4. SwaraGuru SwaraGuru Public

    Test Student Music Skills

    Kotlin

  5. the10Kpromise_app the10Kpromise_app Public

    This is The10KPromise app for Pavan.

    TypeScript

  6. tools tools Public

    Automation Tools and SOlutions