Welcome to my GitHub! 👋 I’m Pratik Sontakke, an AI Engineer with a deep foundation in backend and cloud systems. I specialize in bridging the gap between innovative AI concepts and the secure, scalable, production-grade infrastructure required to run them.
My focus is on building end-to-end AI applications, from architecting advanced RAG (Retrieval-Augmented Generation) systems and multi-step agents to deploying and monitoring them in a production environment. I thrive on solving the complex backend challenges that make AI not just smart, but also reliable and fast.
- AI & Machine Learning: RAG, AI Agents, LangChain, LangGraph, LangSmith, LLMs, Fine-Tuning (LoRA, QLoRA)
- Backend & Databases: Python, Java, FastAPI, Spring Boot, SQL, Vector DBs (PGVector, Chroma, Pinecone)
- Cloud & MLOps: AWS, Docker, Kubernetes, Terraform, GitHub Actions, MLflow
- Portfolio: www.pratikSontakke.com
- LinkedIn: LinkedIn
- YouTube: YouTube
- Building RAG Systems: Architecting and deploying RAG applications that provide secure, conversational access to private knowledge bases. Check out my pinned projects below!
- AI Agent Development: Using LangGraph to build complex, multi-step agents that can reason and interact with various tools and APIs.
- Productionizing AI: Establishing CI/CD pipelines for AI agents and using tools like LangSmith for observability, evaluation, and continuous performance tuning.
- Backend Integration: Writing robust FastAPI and Spring Boot services to serve as the backbone for these intelligent systems.
I’m always open to collaborating on projects that sit at the intersection of Generative AI, Backend Engineering, and Cloud Infrastructure. If you're passionate about building real-world AI applications, let's connect!
- Email: [email protected]
- website: www.pratiksontakke.com