Backgrounds are formed by a linear algebra visualizer for matrices with maximized determinants. Feel free to mess around with it!
Hello...
> My name is Saksham Singh, and I am a student at the University of Washington pursuing a bachelor's degree in computer science, with minors in mathematics, data science, and finance. I've always been interested in mathematics and science as ways to model systems, reason, and explore.
Selected Work
Selected work — scroll to explore
Paper Pigeon
3D force-directed graph mapping the University of Washington Allen School's research ecosystem. Features RAG pipelines for paper Q&A, resume matching against researcher profiles, and VR rendering paths.
Technologies
WALLS Mental Health Assessment Platform
A comprehensive mental health assessment platform using PyTorch for stress, anxiety, and depression screening. Features Flask backend with dual-mode storage (Firebase/CSV), interactive Chart.js dashboards, Three.js visualizations, and local demo mode for offline presentations.
Technologies
Quantitative Pairs Trading Research System
A quantitative research pipeline using pairs trading strategies. Downloads historical stock price data, identifies correlated pairs, generates mean-reversion signals using the Ornstein-Uhlenbeck process, and produces visualizations to validate trading assumptions and evaluate strategy performance.
Technologies
High School Data Science
Data science projects I made for assignments in high school.
Tools
Background Generation System
The entire background of this website is generated using brute-force linear algebra visualization. The system searches for matrices with maximized determinants and renders them as abstract geometric patterns using transformations, gradients, and color theory.
👆 Click anywhere on this card to scroll to the top and customize the background yourself!