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Ratnesh Kumar Singh
developerData Scientist (Agentic AI,GeN AI ,RAG,LLM,NLP,CV,DL,ML ).Built & deployed AI/ML pipelines on 1PB+ data. MS in AI & ML( https://woolf.univer
Public projects
AI-Engineer
AI Engineering Specially Topics- Agentic AI & GenAI Explanation
agentic-aiai-agentsastradb
LLMOps-and-AIOps-Work
Agenetic AI & GenAI (Groq, Mistral, LangChain, LangGraph, RAG, Vector DBs), Cloud (GCP, AWS, Kubernetes, GKE, ECS Fargate), DevOps/LLMOps (Docker, Jenkins, GitOps, ArgoCD, Prometheus, Grafana, ELK Stack), CI/CD, Security, and Observability.
agentic-aiaiopsargocd
Build-Agentic-AI-and-Gen-AI-Agents-with-MCP
Model Context Protocol (MCP) Bootcamp offers a deep dive into MCP architecture and its role in the Agentic AI ecosystem. Learn to build real-world, production-ready AI workflows using MCP with LangChain, LangGraph, and CrewAI through fully practical, project-based implementations.
anthropic-claudechromadbcrewai
Claude-Course
By the time most people realize it, they’ve wasted weeks hopping between scattered tutorials trying to figure out Claude Code, MCP,or agentic AI. So,I made a one-page list of 13 free courses and resources.It takes you from beginner-friendly Claude fundamentals to advanced MCP patterns,agent skills,and deploying on AWS Bedrock or Google Vertex AI.
SF-ML-DL-LLM-CheatSheet
Stanford-University-ML-DL-LLM-CheatSheet
AI-STACK-COMPARISON-AWS-AZURE-GCP
AI STACK COMPARISON AWS AZURE GCP : A deep-dive comparison and architectural breakdown of the AI/ML and Generative AI stacks across AWS, Microsoft Azure, and Google Cloud Platform (GCP). Includes service mappings for Data Foundations, ML Development (SageMaker, Vertex AI, Azure ML), and GenAI (Bedrock, OpenAI, Gemini)
agentcore-sdkawsazure
Likely stack
ClaudeOpenAILangChainLangGraphLlamaMistralSupabasePyTorchTransformersVector DB
