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Riteshpcs1994/README.md

👋 Hey there, I’m Ritesh Kumar

💻 I’m a Data Scientist with 9 years of experience building Generative & Agentic AI systems with a strong focus on scalability and cost optimization.
My work includes fine-tuning Small Language Models (SLMs), designing Retrieval-Augmented Generation (RAG) pipelines, and integrating vector databases (Pinecone, FAISS), embeddings, and semantic caching to deliver enterprise-ready AI at low cost and high performance.

About Me

  • 💻 9+ years of experience in AI/ML, NLP, Agentic AI , DL, and LLMs across healthcare, banking, and telecom
  • 🧠 Expertise in Generative AI, Agentic AI, RAG pipelines, and LLM/SLM fine-tuning
  • ☁️ Hands-on with AWS (SageMaker, S3, EC2) & GCP (BigQuery, Vertex AI) for scalable ML/AI solutions
  • 🏆 Recognitions: Champion Award (Dassault System) | Excellence Award (BNY Mellon) | Star Of Month Award (Accenture)
  • ✍️ I share AI/ML insights on Medium

Technical Skills

Core AI/ML Skills

Machine Learning Deep Learning NLP LLM SLM Agentic AI RAG Fine-Tuning LLM

Languages & Frameworks

Python FastAPI TensorFlow PyTorch LangChain Transformers

DevOps & Cloud

AWS GCP Docker Airflow Jenkins

Databases & Tools

PostgreSQL MySQL Pinecone FAISS Qdrant

Databases & Tools

PostgreSQL MySQL Pinecone FAISS Qdrant

Methodologies

Agile Scrum Agile Kanban

📊 GitHub Stats

Ritesh's GitHub stats
Top Languages
GitHub repos

🔗 Connect with Me

LinkedIn Medium GitHub Gmail

⭐️ Thanks for stopping by! 😊

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