Srivignesh M

I specialize in building enterprise-grade, autonomous Agentic AI systems that transform complex business workflows into seamless, scalable operations. As a Full-Stack AI Engineer, my service goes far beyond simple LLM wrappers. I architect end-to-end intelligent infrastructures where AI agents can autonomously reason, decompose multi-step tasks, and execute them reliably using complex tool-calling workflows.

Core Expertise
I orchestrate multi-agent systems using LangGraph, LangChain, and advanced LLMs, seamlessly binding them to high-performance microservices. My technical stack bridges AI with robust enterprise engineering: Next.js, TypeScript, Python, FastAPI, and PostgreSQL. From autonomous email triage systems and conversational AI recommendation engines to automated task management platforms, I design AI solutions that integrate deeply with your existing APIs and real-time data layers.

What Sets Me Apart
Production-Ready Scalability: I bring deep expertise in high-throughput data engineering. I have successfully scaled backend architectures to process over 100K+ daily transactions and utilized UI virtualization to drop application latency from seconds to under 200ms. Your AI application will not only be smart, but lightning-fast and capable of handling massive data loads.

Deterministic Execution & Guardrails: AI in the enterprise requires absolute reliability. I engineer strict prompt boundaries, robust token guardrails, and precise state management to eliminate model hallucinations and ensure safe, predictable AI actions.

End-to-End Ownership: From designing complex PostgreSQL schemas and database chunking strategies to crafting fluid, dynamic Next.js frontends, I take full ownership of the product lifecycle.