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pondering....
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pondering....
24 followers · 8 following

Achievements

Achievement: QuickdrawAchievement: Pair Extraordinairex2Achievement: Pull Sharkx2

Achievements

Achievement: QuickdrawAchievement: Pair Extraordinairex2Achievement: Pull Sharkx2

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Swayam2004/README.md

s w a y a m   s a h o o ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

full-stack dev · edge compute · geospatial ML

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i build things that feel fast. low-latency systems, edge pipelines, ML that ships instead of sitting in a notebook.

currently obsessing over: geospatial intelligence, edge computing, multi-agent systems.

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things i've shipped

  • forest-fire-sim: ResUNet-A + cellular automata wildfire risk prediction, 10x GPU speedup on 1.5M+ pixels
  • airalert: edge fusion of OpenAQ + Sentinel-5P air quality data, 1,000+ points/minute
  • research-scraper: BM25 search engine over scraped research papers, FastAPI backend
  • orel: autonomous drone nav for high-altitude ITBP ops, LiDAR + GPS fusion, SIH'24 finalist

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FIDE rated 1638 in classical chess. turns out calm chaos and fast thinking transfer to debugging.

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pinned repos over pinned tweets.

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  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 1