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@Blink-Analytics

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HeetDobariya07/README.md

Hello, I'm Heet Dobariya

Founding Engineer at Serin Labs · Car enthusiast at heart

LinkedIn LeetCode Codeforces Email


Pit Stop: About Me

  • Founding Engineer at Serin Labs, helping build Serin AI from the ground up, from features and fixes to MCP integrations
  • I work on Python backends, LLMs and RAG pipelines with FastAPI, vector databases and graph databases
  • B.Tech in Computer Science (Minor in IoT), PDEU Gandhinagar, CGPA 9.48
  • Away from the keyboard I'm a car enthusiast. Engines, design and motorsport are what I geek out about.

"I tune models the way others tune engines: one parameter at a time, chasing every bit of performance."


Under the Hood: Tech Stack

Languages

Python C C++ Java SQL JavaScript TypeScript HTML5 CSS3

AI, ML & NLP

LLMs RAG Hugging Face TensorFlow Keras scikit-learn spaCy

Backend & Database

FastAPI Flask Next.js PostgreSQL MongoDB Pinecone Qdrant Neo4j

Cloud & Tools

AWS Azure Git GitHub

IoT & Embedded

ESP32 Arduino Edge Impulse Arduino IoT Cloud


Career Highlights

  • Founding Engineer at Serin Labs, part of the early team building Serin AI
  • Built production RAG backend features with FastAPI, Pinecone & Neo4j at Growexx AI
  • Curated LLM fine-tuning datasets (SFT / RLHF) and evaluation benchmarks at Blink Analytics
  • Side projects:
    • QSkim: RAG platform for Indian govt schemes
    • TalentLens: BERT-based resume ranking
    • Scholaris: LLM-powered assignment evaluator
    • Fire Detection System: on-device TinyML fire detection on an ESP32-CAM (Edge Impulse, custom dataset) that triggers a buzzer and a relay-driven water pump, with DHT11 & MQ-2 sensor monitoring
  • GATE Data Science & AI: AIR 3876 | Score 432

"Keep calm and redline on." 🏁

Pinned Loading

  1. QSkim QSkim Public

    Forked from dharmi04/QSkim

    Python

  2. Project-Phoenix Project-Phoenix Public

    Forked from Meet2304/Project-Phoenix

    Project Phoenix uses deep learning to classify cervical cell images into five key diagnostic categories. Inspired by the myth of the Phoenix—rebirth through fire—this project aims to catch early si…

    Jupyter Notebook 1

  3. TalentLens-Resume_Ranking_System TalentLens-Resume_Ranking_System Public

    Jupyter Notebook

  4. Scholaris-Assignment_Evaluator Scholaris-Assignment_Evaluator Public

    CSS

  5. IoT-Fire-Detection-System IoT-Fire-Detection-System Public

    C++