I design and build production-grade Retrieval-Augmented Generation (RAG) pipelines, Agentic AI architectures, and intelligent conversational assistants tailored to your business data.
Key Capabilities & Offerings:
• Custom RAG Architecture: Semantic sliding-window chunking, BGE-Large embeddings, and vector indexing with ChromaDB, Pinecone, or Qdrant.
• Verifiable & Guardrailed AI: Implementation of strict hallucination guardrails (temperature tuning, citation metadata) for accurate, trustworthy outputs.
• Agentic & Multilingual Workflows: Multi-agent systems using LangChain and LlamaIndex powered by Groq LLaMA 3.3, OpenAI, or Gemini.
• Full-Stack Integration: Seamless UI integration with Streamlit, custom web frontends, or messaging platforms like Telegram.
• Clean & Secure Codebase: Powered by FastAPI backends, fully async execution, Docker containerization, and automated test coverage (pytest).
Whether you need a custom enterprise knowledge-base assistant, an automated AI agent, or a production RAG pipeline, I deliver robust, scalable, and fully tested solutions.