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heetmehta18/README.md

Heet Mehta | AI/ML + Full-Stack Engineer

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Namaste!! I’m Heet, a Computer Engineering student building at the intersection of AI/ML and full-stack development. I ship products, not just prototypes.

Portfolio: heetworld.tech · Autodevs: autodevs.dev

What I’m Doing Now

  • Building RAG systems that work in production
  • Contributing to open-source AI tools, including Ollama and Bumblebee
  • Shipping full-stack AI products end-to-end
  • Exploring agentic workflows, multimodal retrieval, and evaluation pipelines

About Me

Computer Engineering student specializing in Web Technologies and AI/ML, focused on building systems that are functional, accessible, and well-engineered, from training ML models to shipping production apps.

Area Technologies
Languages JavaScript, TypeScript, Python, C, C++, HTML5, CSS3
AI/ML RAG systems, LLM applications, data science, ML pipelines, model evaluation
Web React, Next.js, Node.js, responsive design, accessibility
Tools Git, GitHub, Docker, Linux, Figma, VS Code

Areas of Focus

RAG Systems

Building production-grade retrieval pipelines, from naive to advanced architectures with dense passage retrieval, hybrid search, query routing, and re-ranking. Currently exploring agentic RAG and multimodal retrieval.

LLM Applications

Developing real-world LLM-powered products, from chatbots to autonomous coding assistants. Focused on tool use, structured outputs, and evaluation frameworks.

Full-Stack AI

End-to-end development where AI models meet production infrastructure: API design, deployment, monitoring, and scaling ML workloads, not just notebooks.

Open Source

Contributor to projects I actually use. I have contributed CLI features to Perplexity’s Bumblebee, improvements to Ollama’s inference framework, and robust layer-count parsing to AirLLM.

Featured Projects

Project Description Stack
autodev Cross-platform dev environment bootstrapper — detects tech, installs runtimes, dependencies, and tools in one command TypeScript Node.js CLI
BinaryBattles Real-time competitive coding platform with live matching, scoring, and leaderboards React WebSocket Algorithms
Coastal Guardian AI-powered coastal threat assessment using satellite imagery and ML models Python Computer Vision ML
Coding Bingo Multiplayer coding games for developers and teams Full-Stack Real-time Gamification
Data Science Fundamentals Comprehensive notebooks covering statistics, analysis, visualization, and ML basics Python Jupyter Statistics

Open Source

Project Contribution
Perplexity Bumblebee TUI
Ollama llm: set ROCm Tensile lib path
AirLLM robust layer-count parsing for nested checkpoint prefixes

Let's Connect

Email LinkedIn GitHub

Building intelligence, one commit at a time. Built with code + curiosity

Pinned Loading

  1. autodev autodev Public

    An open-source, cross-platform developer environment bootstrapper that automatically detects technologies, installs missing runtimes, dependencies, SDKs, and dev tools — all with a single command.

    Go 3 1

  2. ollama/ollama ollama/ollama Public

    Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

    Go 182k 18k

  3. InvoNotify InvoNotify Public

    SGP-project

    TypeScript 1

  4. bumblebee bumblebee Public

    Forked from perplexityai/bumblebee

    Read-only developer endpoint scanner for on-disk package, extension, and developer-tool metadata, built to check exposure to known software supply-chain compromises.

    Go

  5. Coastal-Guardian Coastal-Guardian Public

    Coastal Guardian is a comprehensive, AI-powered platform for real-time coastal threat assessment and monitoring. It integrates satellite imagery, weather data, and machine learning models to provid…

    JavaScript 3 1

  6. Coding-Bingo-Platform Coding-Bingo-Platform Public

    Coding-Bingo-Platform — Multiplayer coding games for developers & teams A full-stack platform offering a suite of real-time, multiplayer coding games designed to test and hone programming skills, l…

    TypeScript 2