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Achievement: QuickdrawAchievement: Pull SharkAchievement: YOLOAchievement: Arctic Code Vault Contributor

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apundhir/README.md

Ajay Pundhir

AiExponent — Ajay Pundhir

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🔗 Quick Navigation

📈 Impact Highlights

✅ Reduced model time-to-deployment by 70% via enterprise AI platform adoption ✅ Delivered $XM annualized value through AI-driven optimization and automation ✅ Established Responsible AI governance across the lifecycle (policy, audit, oversight)

🌟 Insights & Case Studies

Featured Insights Case Studies
  • The Governance Playbook: From Principles to Practice — practical org design and RAI rollout Read »
  • The Complete Enterprise Guide to RAG Evaluation and Benchmarking Read »
  • Top 10 Generative AI Use Cases Transforming Finance Read »
  • HIPAA and AI: A Strategic Guide to Healthcare Compliance Read »
  • Enterprise AI platform at scale — standardized MLOps, Responsible AI controls, and time-to-deployment cut by 70%. Overview »
  • GenAI in Finance — prioritized high-ROI use cases with risk controls and measurable business outcomes. Overview »
  • Healthcare AI compliance — HIPAA-aligned pipelines, monitoring, and audit readiness. Overview »

🗓️ Events & 🎤 Speaking

Upcoming Speaking & Media
  • AI Elevate: From Readiness to Exponential Growth — upcoming session Details »
  • Topics: Enterprise AI strategy, RAG evaluation, Responsible AI governance, MLOps at scale
  • Invite me to speak or collaborate: LinkedIn | Website

🤝 Advisory & Availability

  • Board briefings, AI strategy reviews, due diligence, and operating model design
  • Contact: LinkedIn | Website

About Me

I'm an experienced AI Business Leader and Head of Artificial Intelligence, currently leading AI initiatives at Presight. With a strong background in artificial intelligence and business strategy, I help organizations leverage AI technologies to drive innovation and business value.

📰 Recent Blog Posts

🔭 Current Focus and 🌟 Expertise

Current Focus Expertise
✅ Building and scaling enterprise AI platforms
✅ Developing AI strategy and governance frameworks
✅ Leading machine learning and data science initiatives
✅ Driving AI innovation and digital transformation 		✅ AI Strategy Development
✅ AI Product Management
✅ Machine Learning & Deep Learning
✅ Enterprise AI Solutions
✅ Data Science Leadership
✅ AI Governance & Ethics

📝 Content Creation

  • Regular articles on AI Exponent
  • Technical insights and industry trends
  • AI leadership perspectives

🤝 Let's Connect

💻 Tech Stack

Python TensorFlow PyTorch Docker Kubernetes MLOps

📊 GitHub Stats

GitHub Stats

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  1. advanced_rag_knowledge_engine advanced_rag_knowledge_engine Public

    Production-grade RAG and knowledge routing engine with evaluation, guardrails, and observability.

    Python

  2. rag-benchmarking rag-benchmarking Public

    Framework and datasets to evaluate RAG pipelines across relevance, faithfulness, and latency.

    Python

  3. Text_NER_Extraction Text_NER_Extraction Public

    Production-ready FastAPI service for multilingual Named Entity Recognition using Hugging Face models, with batch analysis, entity filtering, Dockerization, and OpenAPI docs.

    Python

  4. awesome-agent-quickstart awesome-agent-quickstart Public

    Forked from ababdotai/awesome-agent-quickstart

    Quickstarts to spin up AI agents (LangGraph, AutoGen, Smolagents, CrewAI) with MLOps-ready scaffolds.

    Python

  5. awesome-llm-apps awesome-llm-apps Public

    Forked from Shubhamsaboo/awesome-llm-apps

    Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

    Python

  6. building-llm-applications-from-scratch building-llm-applications-from-scratch Public

    Forked from hamzafarooq/building-llm-applications-from-scratch

    Code and Slides

    Jupyter Notebook