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ravimishraggn/README.md

Ravi Chandra Mishra — AI Platform Architect

Engineering Lead & AI Architect · 15+ years · Capital Markets · FinTech · Healthcare
S&P Global · Noida, India · LinkedIn

🏗️ Five Enterprise AI Platforms · Production · Regulated Financial Services

Platform Stack Impact
Enterprise AI Operating Platform Model Gateway · Control Plane · LLMOps · MLflow · AI Observability 30% LLM cost reduction
Knowledge Intelligence Platform Advanced RAG · GraphRAG · Hybrid Search · Knowledge Graph · LlamaIndex · Ontology <2s P95 · 50K+ docs
AI Governance Platform EU AI Act · NIST AI RMF · AIRB · Guardrails · Kill Switch · Drift Detection · Audit Trails Regulated FS compliant
Enterprise MCP Agentic Platform MCP · A2A · LangGraph · AWS Bedrock · Azure OpenAI · Human-in-the-Loop First in regulated FS globally
LLM Fine-Tuning Platform LoRA · QLoRA · PEFT · Hugging Face · PyTorch · LLMOps Pipeline Full model versioning

🤖 Core Stack

Agentic AI    │ MCP · A2A · LangGraph · LangChain · LlamaIndex · Semantic Kernel · CrewAI · AutoGen
RAG & Search  │ Advanced RAG · GraphRAG · Hybrid Search · pgvector · Pinecone · FAISS · Azure AI Search  
LLM Ops       │ MLflow · Prompt Lifecycle · Token Attribution · Drift Detection · Evaluation Frameworks
Cloud AI      │ AWS Bedrock · SageMaker · Azure OpenAI · Azure AI Foundry · AWS CDK
Governance    │ EU AI Act · NIST AI RMF · AIRB · Guardrails · Kill Switch · Prompt Injection Defence
Platform      │ C# · Python · FastAPI · Kafka · Kubernetes · Microservices · Event-Driven · CQRS

📌 Key Achievements

  • 🏆 $2.7M business value delivered
  • 🌍 One of the world's first enterprise MCP deployments in regulated financial services
  • 👥 Built & scaled ~15 engineer team across EU, UK, USA — 2 senior promotions
  • ⚡ 35% performance improvement + 25% infrastructure cost reduction
  • 📄 2 Innovation Disclosures filed — Healthcare Imaging Platforms (Siemens)
  • 🎓 University Topper — 1st Rank, B.Tech IT, Uttarakhand Technical University

🔍 Open To

Principal AI Architect · Engineering Lead (AI/GenAI) · Chief AI Architect · GenAI Solution Architect
BFSI GCCs · Capital Markets · FinTech · Consulting · AI-native companies · India & Global

S&P Global · Optum UnitedHealth · Sapient · Siemens

Pinned Loading

  1. AI-OPERATING-PLATFORM-BLUEPRINT AI-OPERATING-PLATFORM-BLUEPRINT Public

    Enterprise AI Operating Platform - Architecture Blueprint

  2. AI-KNOWLEDGE-PLATFORM AI-KNOWLEDGE-PLATFORM Public

    Enterprise knowledge base to centralise scattered knowledge

    Python

  3. AI-GOVERNANCE-PLATFORM AI-GOVERNANCE-PLATFORM Public

    Provide a centralized governance platform that enables any team to safely build, deploy, operate, audit, and scale AI applications

    Python

  4. LLM-GATEWAY LLM-GATEWAY Public

    LLM Gateway - Multi-provider LLM access platform

    C#

  5. LLM-FINETUNING LLM-FINETUNING Public

    LLM fine tuning using LORA/QLORA

    C# 1

  6. ravimishraggn ravimishraggn Public