AdityaBankoti

Computer Science @ UW–Seattle

PLATE 02 — Projects

Things I've Built

Full-Stack & Web 3 projects

CleanEats

Full-stack app

Scan food barcodes to see nutritional and health information, helping people make better choices at the store.

Litter.ly

Social platform

A social network centered around community clean-up, making it easier to organize and share local environmental impact.

MedCheck

Hackathon · Blockchain

Uses an Ethereum-based ledger to let pharmacies log drug batches on-chain, with QR codes patients can scan to verify authenticity and dosage.

AI & Machine Learning 2 projects

Smarty Pants

Hackathon · RAG

An LLM-powered tool that uses retrieval-augmented generation to help students quickly find scholarships and opportunities.

Digit Recognizer

AI / ML

Python digit recognizer with a custom GUI, trained on image data without any external ML libraries besides NumPy.

Graphics & Engines 5 projects

Ray Tracing

Graphics

Java ray tracer exploring depth perception, sphere rendering, lighting, and basic transparency.

Ray Caster

Graphics · Engine

A Wolfenstein-style ray-casting engine that renders a 3D maze from a 2D grid map.

Fractal Renderer

Graphics · Math

Python renderer for visualizing fractals, experimenting with color palettes and zoom-in animations.

PSX Demo

Game · Graphics

A PlayStation-style demo scene built in Godot, focusing on low-poly visuals and retro rendering techniques.

Physics Collider

Simulation · C++

A RayLib + C++ demo that simulates sphere collisions in 3D, visualizing basic physics and collision response.

Games & Simulations 5 projects

SAT-Shark

Multiplayer game

A competitive, multiplayer SAT prep game that turns practice questions into fast, engaging gameplay with friends.

Fast Paced Shooter

Game

A Unity-based shooter prototype built for a game design class, experimenting with movement, aiming, and enemy AI.

Pac-Man Clone

Game

A Pac-Man clone built from scratch with no extra libraries, focusing on precise movement and classic arcade feel.

Chess Game

Game · C++

A chess implementation using C++ and SDL2, including full move logic and a clean 2D interface.

Sand Simulator

Simulation

A falling-sand particle simulator using WinGDI, exploring simple physics and cellular automata-style rules.

PLATE 03 — Lab Log

Lab Log

2026

Jul

Dell × NVIDIA Hackathon — Nazar

2nd · 40 teams

An air-gapped diagnostic AI on Dell GB10 hardware: a local 122B-parameter LLM agent with BM25 retrieval and an evidence graph, plus a fault-injection eval harness that scores root-cause analysis over confident hallucination.

Jun

Headed to UW — and Costco Travel this summer

milestone

Committed to the Paul G. Allen School of Computer Science & Engineering, and joined Costco Travel as a Software Engineer Intern.

Jun

CascadiaJS 2026 — Cypher

3rd place

Built a real-time conflict-risk map with event-driven scraping and AI extraction over one weekend.

May

IMC Prosperity 4 — algorithmic trading

round 4

First time competing against 18,000+ teams; advanced to Round 4 and finished top-quartile by PnL in the final two rounds with trend-following and mean-reversion strategies.

Apr

Blog — Ways to Decompose a Face

published

Building eigenfaces from scratch with SVD, then NNMF — how each one reconstructs and generates faces.

2025

Dec

Badger Build Fest — MedCheck

3rd · blockchain

An Ethereum-based ledger for verifying medication batches, built in under 36 hours — our first time touching Solidity.

Jul

Yoodli Vibe-Coding Hackathon — Bludify

finalist

Selected as one of five finalists at the Seattle AI2 House incubator for an AI-native advertising concept.

2024

Mar

HackPNW 2024 — SAT-Shark

1st · functionality

A real-time multiplayer SAT-prep game built on WebSockets; won Best Functionality.

PLATE 04 — Experience

Where I've Worked

Software Engineer Intern

Costco Travel

Jun 2026 – Sep 2026Issaquah, WA

  • Built a full-stack DMN business-rules platform to move a high-volume e-commerce site off hard-coded legacy logic.
  • Cut rule deployment from three weeks to under a minute with a custom web IDE that lets business analysts author, test, and deploy rules — mitigating single-instance historical losses over $500K.
  • Developed atomic hot-reloading that compiles DMN XML in-memory and swaps the active JVM runtime with no restart.
  • Implemented a thread-safe, SHA-256-validated JVM cache for compiled runtimes plus an LRU-evicting localStorage cache to cut network overhead.

Stack: Java 21 · Spring Boot 4.0 · TypeScript · React 19 · Next.js · Kogito

Data Science Intern

iLink Digital

Jun 2024 – Aug 2024Bothell, WA

  • Built Python data pipelines to ingest, validate, and normalize market datasets; automated cleaning and feature standardization.
  • Wrote reusable SQL reporting tables (CTEs / window functions) powering KPI dashboards and recurring analytics.

Programming Instructor

Code Ninjas

Jul 2022 – Feb 2024Sammamish, WA

  • Taught Java, C#, and Lua fundamentals (OOP, debugging, decomposition); coached students through building complete projects end-to-end.
  • Performed code reviews and refactors to improve correctness, structure, and runtime performance across student projects.
  • Led small-group sessions and demos; translated technical decisions into clear explanations for mixed audiences.

PLATE 05 — Education

Academic Background

University of Washington

B.S. Computer Science · Paul G. Allen School

Sep 2026 – Expected June 2028Seattle, WA

University of Wisconsin–Madison

B.S. Computer Science · GPA 3.92 / 4.00

Aug 2025 – May 2026

Coursework

  • CS 577 – Introduction to Algorithms
  • CS 532 – Matrix Methods in Machine Learning
  • CS 400 – Programming III
  • CS 354 – Machine Organization & Programming
  • CS 252 – Intro to Computer Engineering
  • MATH 240 – Intro to Discrete Mathematics

Activities

  • Cardinal Trading Group — Quant Software Engineer

Bellevue College

Math coursework · GPA 3.90 / 4.00

Jul 2024 – Jun 2025

  • Linear Algebra
  • Differential Equations
  • Multivariable Calculus
  • Java Programming

PLATE 06 — Beyond the Code

Beyond the Code

01

Music

Guitar (acoustic & electric), ukulele, and casual listening.

02

Weight Lifting

Strength training and staying consistent in the gym.

03

Gaming

Wide range of genres. Favourite recently: indie 2D games.

04

Photography

Shooting and editing photos with formal course experience.

PLATE 07 — Contact

Say Hello

Open to internships and part-time roles.