ANSH RAJ

I am excited to accept this project bid ($500 / 7 days delivery).
Here is why I am the perfect fit to execute this project successfully:
Extensive AI & Chatbot Architecture: I specialize in building custom, high-performance AI chatbots using Python, OpenAI APIs, and FastAPI. My experience spans full-stack conversational pipelines, intent routing, and real-time streaming architectures.

Advanced RAG & Tool Calling: I have hands-on experience integrating Retrieval-Augmented Generation (RAG) using vector databases (like ChromaDB) and function calling, ensuring your chatbot provides accurate context, precise answers, and zero unnecessary API calls.

Real-Time, Low-Latency Performance: Whether handling text or voice workflows, I focus heavily on performance, using WebSockets and async architectures to deliver ultra-low latency responses.

Production-Grade Engineering: I don't just write basic scripts; I deliver clean, modular, and thoroughly tested code (test-driven development). My projects are built with full error handling, security, and scalability in mind.

I am ready to get started immediately. Once you approve the milestone/contract, I’ll share an initial setup plan so we can hit the ground running!
Best regards,
Ansh Raj