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HarshithNayakaL/README.md

Harshith Nayaka L

Full-stack AI Engineer in Bengaluru (Bangalore), India. I build AI agents, RAG pipelines and LLM applications — plus the backends and interfaces around them. Currently AI Workflow Engineer at DemandNXT.

Most of my work lives in the gap between "the model gave an answer" and "the system did the right thing reliably." Orchestration, structured outputs, validation, and handling the ways models fail.

Selected work

Project What it is
Maestro · live Multi-model orchestration engine. A conductor routes one task across thinker / worker / verifier roles and returns a verified answer with a full, replayable decision-log.
Cannon · live Multi-agent assistant. Each domain is an independent specialist — isolation enforced at the query, not by convention. Typed provider fallback (Groq→Gemini). 91 unit + 13 e2e tests.
ReplyDesk WhatsApp lead agent replying in ~8s, with a live dashboard for lead feed, pipeline and response-time KPIs.
CraftConnect Multi-modal assistant letting artisans run a storefront by talking and showing. Semi-finalist, Google Cloud Gen AI Exchange Hackathon 2025 (270,000+ developers).
AI Notes Notes app running DeepSeek R1 locally via Ollama — inference never leaves the machine.

Published research

AI-Powered Note-Taking System: A Local Machine Learning Approach DeepSeek R1 Integration — IJRTMR, Nov–Dec 2025, pp. 178–189. DOI: 10.59256/ijrtmr.20250506023

Stack

Python · TypeScript · React · Node · FastAPI · Postgres · Gemini · Groq · Llama · DeepSeek · Ollama · Google Cloud · n8n

Elsewhere

Portfolio · LinkedIn · harshith28124@gmail.com · harshith29124@gmail.com

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