Nitin K. Mishra

AI Engineer · GenAI Architect · Software Developer

class Nitin:
    def build(self, problem: Messy) -> System:
        return retrieve(problem) | reason() | ship()   # no demos. production.

I build the layer between a model and something people can actually use. retrieval that returns the right chunk, agents that know when to stop, models tuned for the job.

01  RAG & Agents	hybrid retrieval · multi-agent orchestration · guardrails that fail loudly
02  MCP Servers	custom tools & connectors · giving models real hands
03  LLM Fine-Tuning	LoRA/PEFT · domain adaptation · evals, not vibes
04  Computer Vision	detection · OCR pipelines · vision + language systems
05  Voice AI	streaming STT → LLM → TTS · sub-second turn-taking
06  Full-Stack	the API, the pipeline, the interface — shipped end to end

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