StatSolver

Project Description

Client-side web app providing real-time, step-by-step solutions for complex probability distributions.

Project Overview

Developed a browser-based educational tool designed to help students visualize and solve discrete probability distributions. The project bridges the gap between abstract formulas and practical application by featuring a reactive 'Smart Guide' system that breaks down complex calculations into real-time, step-by-step guidance.

My Role

Frontend / Full-Stack Developer

The Problem

Too many formulas to remember for all the different distributions, which makes it hard to find the right one through your notes.

Key Contributions

• ✦Engineered a client-side web application for probability distributions.
• ✦Provided real-time and step-by-step solutions for complex statistics problems.
• ✦Deployed via Vercel with a clean, easy-to-use interface.
• ✦Algorithm Implementation: Engineered custom JavaScript algorithms to handle complex probability logic (e.g., recursive covariance checks and cumulative distribution functions) entirely on the client side.
• ✦Dynamic DOM Manipulation: Built a reactive UI that listens to user input streams to generate context-aware educational text instantly.
• ✦Privacy-First Architecture: Designed a completely static, serverless architecture that processes all data locally in the browser, ensuring zero user data retention.
• ✦Mathematical Modeling: Translated coursework concepts (Joint Distributions, Bernoulli Trials) into functional, interactive code modules for student use.