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hemnaath04/README.md

Hi, I'm Hemnaath 👋

LinkedIn Portfolio Email

AI engineer focused on LLM-driven, agentic systems — building autonomous applications, dataset-scoped retrieval, and knowledge-distilled vision models in Python.

📍 Boston, MA · CS MS @ Northeastern Khoury (Jan 2026 – May 2028) 🛠️ Open for co-op: January 2027


🚀 What I'm building right now

job.os — personal AI job-search platform. Application tracker, multi-pass resume tailoring agent, and multi-source discovery (TheirStack + SimplifyJobs intern / new-grad README crawl). FastAPI + Postgres / pgvector + Claude through a Manifest gateway. Core invariant: every bullet in a generated resume traces to a verified profile fact — the agent surfaces gap questions instead of inventing experience.

BedRocked — civic infrastructure search tool (Cyvl × Autodesk × NVIDIA Physical-AI Hackathon). Natural-language retrieval over the City of Boston's combined-sewer network, scoped to refuse off-topic queries, plus a 3D dig-plan exporter into the Autodesk Platform Services Viewer. Live.

HackRadar — global hackathon aggregator (web + iOS) that surfaces deadlines and tags by track. hackradar-v2.vercel.app.

Infant Cry Classifier — health-AI project: distilled a vision/audio teacher into a deployable student model for cry-type classification with cents-per-inference cost.


🧠 What I work with

Languages Python · Java · Bash AI / ML LLM orchestration · agentic systems · RAG / vector retrieval · knowledge distillation · prompt engineering · embeddings · PyTorch · scikit-learn Backend FastAPI · async SQLAlchemy · PostgreSQL (+ pgvector) · MongoDB · REST APIs · streaming pipelines Infra Docker · Render · Vercel · Cloudflare R2 · Alembic


🧪 Background

Previously at EPAM as a Test Automation Engineer on the Fares client — built CI-grade automation suites end-to-end. Now shifting toward applied AI / ML and LLM systems.


📊 Activity

GitHub stats Days active

Hemnaath's contribution calendar


"Track every application. Tailor every resume. Never lie on your CV." — from job.os

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  1. job-searcher job-searcher Public

    Python 1

  2. bedrocked bedrocked Public

    Ranks Somerville's combined-sewer streets by dig-readiness to sequence a $1.29B separation program — Cyvl street-scan + city GIS on an interactive map. Built at the Cyvl × Autodesk × NVIDIA × City …

    JavaScript

  3. claimfarm claimfarm Public

    AI agent that turns a smallholder farmer's WhatsApp photo into a filed crop insurance claim — Qwen Cloud hackathon Track 4 submission

    Python

  4. repo-learning-builder repo-learning-builder Public

    Claude Code skill: turn any repo, GitHub URL, topic, or docs into a polished interactive learning web app.

    TypeScript