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Swayam2004/README.md

hey! nice to see you. i'm swayam 👋

full-stack dev | edge computing nerd | OUTR CSE '27 | SIH 2024 finalist

Gmail LinkedIn GitHub

i build things that feel fast.

currently in 3rd year CSE @ OUTR (’27), CGPA: 9.61
mostly just trying to quietly build systems that work — and sometimes look good while doing it.

expertise in low-latency tech: gpu sims — forest-fire (1.5M+ pixels, 10x faster); iot edge (1,000+ points/min).

chess, peaked 1894 (Lichess), sharpens my strategic debugging.


things i've built (so far)

  • forest fire sim (ISRO BAH): CNN (ResUNet-A) + cellular automata; 84.2% accuracy on SRTM/VIIRS data; GPU 10x speedup for 1.5M+ pixels; Flask/React UI, NLP fusion, Docker.
  • airalert monitor: edge fusion of OpenAQ/Sentinel-5P (1,000+ pts/min); interpolation (IDW/RBF/Kriging); FastAPI/React/SQLAlchemy, Docker.
  • research scraper + search-engine: Selenium/BeautifulSoup scraper; BM25 FastAPI engine; anti-detection, PDF conv, Jinja2.
  • OREL drone nav (SIH): Raspberry Pi/ROS LiDAR/GPS fusion; 95% reliability at 9k-15k ft; Unix/Linux real-time.

systems that feel alive > systems that just work

i like low-latency systems. not because it sounds cool — but because i love that feeling when data moves instantly. played a lot of chess — maybe that's where the obsession with logic, calm chaos, and fast thinking comes from.


lil more about me

  • i make some games sometimes. bad memes. and bad jokes.
  • good at shipping, great at debugging, sleep-deprived by choice
  • quiet offline, very active online 😤

let's build something cool?

if you're into fast systems, clean UIs, edge stuff, or just wanna collab — hit me up.
i’m always down for hackathons, late-night builds, or random repo ideas that somehow become real.


"good systems are invisible. great ones feel alive."

Pinned Loading

  1. forest_fire_spread forest_fire_spread Public

    Forked from Prajwal-Mohapatra/forest_fire_spread

    AI forest fire prediction using ResUNet-A deep learning and cellular automata. Real-time 30m resolution mapping for Uttarakhand. ISRO BAH Hackathon 2025.

    Jupyter Notebook

  2. Research-Scrapper Research-Scrapper Public

    Python toolkit for automated research paper scraping, AI summarization, and full-text search with FastAPI, BM25 Search Algo and Gemini AI integration

    Python

  3. AirAlert AirAlert Public

    AI-powered air quality monitoring with real-time tracking, predictive modeling, and personalized alerts from global pollution data sources.

    JavaScript

  4. AgroTech-All-Project-Files AgroTech-All-Project-Files Public

    AgroTech is an IoT-powered agricultural platform that combines machine learning, mobile technology, and real-time monitoring to optimize crop yields and farming decisions.

    Jupyter Notebook 1