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SNBest1/README.md

Hi, I'm Nipun

Computer Engineering @ University of Washington (Class of 2028)

Autonomous Systems Β· Machine Learning Β· Full-Stack Development

Typing SVG


Status Location UW


πŸ† Achievements

πŸ₯‡ Award πŸ“‹ Details
DubsTech Hackathon 2026 Honorable Mention β€” Healthcare Access Barriers Analysis
93.7% ML Accuracy 13 algorithms benchmarked for healthcare inequity detection
50+ Students Tutored King County Library System Mathematics Program

DubsTech Winner ML Accuracy Students


🧠 Tech Stack

Languages

Python Java C++ JavaScript

Web & Frameworks

React Node.js Express

Machine Learning & Data

Scikit-learn Pandas NumPy HuggingFace

Hardware & Systems

MATLAB LTspice Arduino

Tools & DevOps

Git GitHub VS Code


πŸš€ Featured Projects

πŸ₯ Healthcare Access Barriers Analysis

DubsTech 2026 Hackathon β€” Honorable Mention

Engineered a comprehensive ML pipeline to identify healthcare inequities across demographic groups. Benchmarked 13 different algorithms to achieve a final model accuracy of 93.7% using Scikit-learn, Pandas, and NumPy on real-world public health datasets.

Accuracy Algorithms Stack


πŸ›Έ Trickfire Robotics β€” Autonomous Navigation System

Developing real-time waypoint navigation and autonomous decision-making for a competition rover. Work involves sensor fusion, embedded systems programming, and optimization of data pipelines for latency-sensitive environments.

Type Focus Stack


🌊 Ocean Conservation Platform

Built a full-stack platform leveraging Hugging Face ML models to automatically categorize ocean waste from image inputs β€” accelerating marine conservation data collection with AI.

ML Category


β˜€οΈ SolarSave

A full-stack solar savings calculator using the NREL Solar API and OpenCage Geocoding API to deliver personalized renewable energy potential reports. Built with React.js frontend and Node.js/Express backend.

Frontend Backend API


πŸ“Š GitHub Stats


πŸ‘₯ Community & Leadership

╔══════════════════════════════════════════════════════════╗
β•‘               BEYOND THE KEYBOARD                        β•‘
╠══════════════════════════════════════════════════════════╣
β•‘  πŸ“š  Math Tutor Β· King County Library System             β•‘
β•‘      β†’ 50+ students Β· Measurable curriculum gains        β•‘
╠══════════════════════════════════════════════════════════╣
β•‘  πŸ₯  Patient Services Β· Evergreen Hospital               β•‘
β•‘      β†’ HIPAA compliance Β· Emergency protocol execution   β•‘
β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•

πŸ“« Let's Connect

LinkedIn Email GitHub


"Engineering systems that think, move, and adapt."

Pinned Loading

  1. ConnectAble ConnectAble Public

    TypeScript 2

  2. Aditya9246/SaveEarth Aditya9246/SaveEarth Public

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  3. Aditya9246/Dubstech-Datathon-2026 Aditya9246/Dubstech-Datathon-2026 Public

    Python

  4. fintech-hackathon-huskyhack fintech-hackathon-huskyhack Public

    TypeScript 2