All work
01Full-Stack / AI
CASE STUDY
July 2026

FinOS

AI-Powered Personal Finance Simulator

FinOS website screenshot

99%

Document parse accuracy

Global

Tax coverage

+40%

Goal completion

270

Canvas frames at 60fps

The story

Most finance tools tell you what you spent. FinOS tells you what you can do next. I built a simulator that ingests real documents, understands them, and projects a plan around the numbers.

Documents enter through an OCR pipeline. A tax engine localises deductions to your country and region. A roadmap generator converts net surplus into sequential, compounding goals, each with its own AI-assisted workspace.

Built with
  • Next.js
  • React
  • Framer Motion
  • MongoDB
  • Gemini
  • Tesseract.js

Reads your financial documents, models tax rules for countries around the world, and turns the surplus into a compounding five-level roadmap.

What I built

Under the hood

  • 01

    Smart Document Intake

    OCR via Tesseract.js and pdf-parse, with Gemini parsing structured financial data at ~99% accuracy.

  • 02

    Global Tax Engine

    Tax simulation across countries worldwide, projecting net surplus income based on local rules.

  • 03

    Dynamic Waterfall Roadmap

    Five-level compounding goal generator based on net surplus.

  • 04

    Interactive Goal Workspaces

    Per-level workspaces with AI chat, checklists, and progress tracking. 40% higher goal completion.

  • 05

    LLM Integration Benchmarking

    Compared Gemini, OpenRouter, and Groq across 500+ queries for speed, reliability, and cost.

  • 06

    60fps Canvas Scrollytelling

    HTML5 Canvas + Framer Motion, 270 frames synced to device pixel ratio.

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