Harshal Somkuwar

AI engineer — LLM apps, agents, RAG, full-stack

Education

BSc Computer Science, graduating 2026.

AI Development Intern — Acube AIMarch 2026 – September 2026

An education organisation: Website chatbot over scattered, changing documents — Built a RAG-style system that could ingest and re-index the mixed document set so the website chatbot always reflected the latest material — keeping the bot current with changing documents.
A law firm: Internal chatbot for legal knowledge — Built an internal knowledge agent over the firm's document corpus so staff could query it instead of searching manually.
A cricket association: AI-analysed coaching LMS — Built the AI layer that analysed recorded sessions and matches, generated personalised recommendations for each player, and let coaches ask natural-language questions about any player they were assigned — giving them the full picture.
Beyond these three systems: several full-stack POCs built for meetings and pitches during the internship.

QueryAIqueryai.harshalsomkuwar.techproduct, pitch-poc
Text-to-SQL agent chat over your own database, with hybrid schema retrieval and memory
SME Credit Checksme-nu.vercel.apppitch-poc
MSME loan portal: draft/submit workflow, document vault, staff-scored credit rating
TalkDoc(repo only)pitch-poc
RAG chat over your PDFs: Qdrant-backed retrieval with page-cited, structured answers
Myccro Plus Landing Page(status unconfirmed)pitch-poc
Interactive pitch site for a retrofit kit making MDB vending machines cashless
spotcheckspotcheck-dzfsvs60h-titantartarus4-4792s-projects.vercel.apppitch-poc
AI call QA: score call recordings against a weighted rubric with evidence

Languages: Python, TypeScript, JavaScript, SQL
AI / LLM: LLM APIs (DeepSeek, Gemini), LangChain, LangGraph, RAG, Embeddings, Hybrid search, Tool calling, Agent memory (Mem0), Structured output, Prompt engineering, LLM evaluation (DeepEval)
Backend / data: FastAPI, Express, REST, SSE, PostgreSQL, pgvector, Qdrant, Redis, Celery, BullMQ, SQLAlchemy, Prisma, Drizzle
Frontend: React, Next.js, Tailwind
Tools: Git, Pydantic, Zod, Turborepo, uv

English, Hindi