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apurvamarya/README.md

Apurvam Arya

Builder who ships end-to-end AI products

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About Me

I'm a first-year B.Tech CSE (AI/ML) student from India who builds things β€” not just as assignments, but as production-grade products. My work sits at the intersection of machine learning, computer vision, and full-stack development. I care about shipping complete, working systems, not just prototypes.

  • πŸŽ“ B.Tech Computer Science & Engineering β€” AI/ML specialization
  • πŸ”­ Currently building: face recognition systems, real-time data dashboards, and AI-powered web apps
  • 🌱 Learning: Deep Learning, Computer Vision pipelines, Redux architecture, and scalable React patterns
  • 🀝 Open to: AI/ML internships at product-first startups
  • πŸ“ Based in India

Tech Stack

Languages

Python JavaScript Java TypeScript C++

AI / ML

OpenCV DeepFace Pandas NumPy

Frontend & Frameworks

React Redux Tailwind CSS Vite

Tools & Databases

Git MySQL MongoDB PostgreSQL Playwright


Featured Projects

🎯 FaceTrack β€” AI Attendance System

GitHub

Real-time face recognition attendance system built with OpenCV and DeepFace (FaceNet model)

  • Migrated from LBPH to deep learning pipeline for significantly higher accuracy
  • Frame quality validation (brightness + blur checks) before recognition
  • Non-blocking uploads via threading; full dashboard with analytics and heatmaps
  • Stack: Python Β· DeepFace Β· OpenCV Β· Flask Β· React

🌿 EcoAir β€” Air Quality Dashboard

GitHub

Production-grade real-time air quality monitoring dashboard

  • Live data via WeatherAPI with custom useDebounce and useAutoRefresh hooks
  • React Router v6 navigation with Context API for global state
  • AQI-based conditional UI, auto-refreshing feeds, and responsive layout
  • Stack: React Β· Context API Β· WeatherAPI Β· React Router v6

πŸ”§ Open Source Contributions

  • AsusFanControl β€” Contributed to an open-source fan control utility for ASUS hardware on Linux/Windows

Currently Learning

  • πŸ“ Deep Learning fundamentals (CNNs, transformers, attention mechanisms)
  • βš™οΈ Scalable React patterns β€” Redux Toolkit, advanced hooks, performance optimization
  • 🧠 Computer Vision pipelines for production environments
  • πŸ”— Building full-stack AI products end-to-end

Snake animation

"Build complete systems. Ship real things."

Pinned Loading

  1. apurvamarya apurvamarya Public

  2. Personal-Portfolio-Website Personal-Portfolio-Website Public

    CSS

  3. automated-attendance-system automated-attendance-system Public

    Python

  4. smart-event-dasboard smart-event-dasboard Public

    JavaScript

  5. HotelManagement HotelManagement Public

    Hotel Management System using SQL as database

    Python 1