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Ratnesh Kumar Singh

Ratnesh Kumar Singh

@ratnesh-181998

Data 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.university/id/3625948911 )

INDIA: Delhi && USA:California- 94104 ,San Francisco,548 Market St,PMB 78990,Near by Woolf University(SFO International Airport) share.streamlit.io/user/ratnesh-181998 On GitHub since August 2022

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Agentic RAG Anime Recommender System

Ratnesh-181998

High-performance Agentic AI Anime Recommender built with RAG Architecture. Uses Groq LLM (LPU) for sub-second reasoning, HuggingFace Embedding,ChromaDB for semantic vector search,Vector Indexing & LangChain for orchestration.Features a premium Streamlit UI, CI/CD, Dockerized environment, and Kubernetes((K8s)-ready ,Minikube, deployment on GCP/GKE.

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