Case studies
Our own products, written up as eval reports.
TaxoMind, FinCoach AI and MathPhysics are products we designed, built and run ourselves. Each report covers the same three steps — the problem, our approach, what shipped — and only what we can stand behind.
The reports
Three products, three write-ups. Hover or focus a report to run its eval card.
FinCoach AI: personal finance made simple
How we built an AI-powered financial coaching app for Android that helps users take control of their money with smart budgeting, investment insights, and personalized guidance.
- ProblemFinance apps either just log expenses or overwhelm beginners with investment jargon.
- ApproachAn offline-first Android app whose AI engine reads spending patterns and suggests what to do next.
- OutcomeOne app for budgeting, investment basics, goals and bills, with advice built from each user's own data.
Building TaxoMind: an AI-powered learning platform
How we built an AI-powered learning platform that tracks cognitive growth across all 6 stages of Bloom's Taxonomy.
- ProblemLearning platforms track what you finished, not how deeply you understood it.
- ApproachAI evaluation that places a learner on one of Bloom's six cognitive levels and adapts the path from there.
- OutcomeA web platform that covers all six levels, with progress tracked in real time.
MathPhysics: interactive STEM learning
How we built an animation-first Android learning app that makes mathematics and physics intuitive through interactive visualizations, serving students in both English and Bengali.
- ProblemStatic diagrams make abstract ideas — vector fields, projectile motion, waves — hard to picture.
- ApproachShow the animated phenomenon first, then reveal the maths behind it, in English or Bengali.
- OutcomeAn Android app for grades 9–12, with interactive lessons in both languages and a custom animation engine.
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