BoostIq

BoostIQ is an AI-powered learning tool that enhances memory retention (turn knowledge into memory) using spaced repetition, retrieval practice, and personalised study aids generated from any content.

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🚀 About the Project — BoostIQ

🌟 Inspiration

As someone who loves to learn and is deeply curious about how the mind works, I’ve always been fascinated by memory:
Why do we forget?
Why do some ideas stick, while others vanish?

When I came across the theme of this hackathon — “Using AI to improve focus, memory, and critical thinking” — I instantly knew I had to build something that answered this question.

So I started asking:

  • What if AI could turn raw information into memory magic?
  • What if studying felt more like storytelling — personal, funny, and sticky?

That’s when BoostIQ was born.

It’s an AI-powered tool that helps learners convert complex ideas into Memory Snapshots — highly digestible, recallable, and retainable bites of knowledge, designed with brain science in mind.

🧠 What I Built

BoostIQ empowers learners to create “Snapshots” — personalized learning cards generated using AI. Each snapshot contains:

  • ✅ A summary of the concept
  • ❓ A question and answer for active recall
  • 🔁 A Spaced Repetition review date, calculated using the SM-2 algorithm (used in tools like Anki)
  • 🔊 An audio version for auditory reinforcement (dual coding)
  • 💡 An analogy that explains the concept in simpler terms
  • 🤪 A funny mnemonic — sometimes even customized to match the user's interests (e.g. music, football, tech)

In short, it transforms what you learn into how your brain wants to remember it.

💡 What I Learned

  • I learned that AI is incredibly powerful, but it needs guidance. I had to deeply refine my prompts to make Gemini return consistently useful outputs — especially for analogies and mnemonics.

  • I learned how to use the SM-2 algorithm to schedule reviews in a way that mimics the brain’s natural forgetting curve — spacing out learning over time for long-term retention.

  • I gained experience debugging complex Firebase issues, optimizing data flow between Firestore, Auth, and client state using Zustand.

  • And I got to build something that truly reflects my passion for cognitive science + technology.

🛠️ How I Built It

  • Frontend: React (Vite) + TypeScript + Tailwind + shadcn-ui
  • Backend: Firebase (Authentication, Firestore, and Storage)
  • State Management: Zustand
  • Text-to-Speech: Web Speech API
  • Theming: Custom Dark/Light mode toggle
  • AI: Google Gemini, using chain-prompting to create summaries, analogies, mnemonics, and snapshot content
  • Review Logic: Implemented the SM-2 algorithm to calculate next review intervals based on user performance
  • Snapshot Persistence: Snapshots are stored in Firestore and tagged by topic for easy recall

I also used rapid prototyping tools to build the MVP quickly, then went in and polished the UI, animations, and error handling manually for a smoother experience.

😅 Challenges I Faced

  • API Integration: Getting Gemini to respond with consistently structured output was challenging. I had to tweak prompts multiple times and build in fallbacks.

  • State + Firebase Sync: I ran into issues with new users not syncing properly, or data not being available on first load. I had to implement defensive logic for loading, state persistence, and fallback states.

  • Theming & UI Polish: My first UI version was very basic. I later upgraded it with gradients, avatars, dashboard cards, and a much smoother user experience — while ensuring accessibility on both light and dark themes.

  • Audio & Accessibility: Text-to-speech worked well, but browser inconsistencies forced me to fine-tune settings to make the voice smooth, natural, and useful for learning.

  • Mnemonic Personalization: This was the most fun and the most chaotic — I asked the AI to generate funny mnemonics tailored to interests like "soccer", "anime", or "Islamic themes". It worked beautifully once I structured the prompts right.

💥 Final Thoughts

Building BoostIQ taught me that learning doesn’t have to be boring — or hard.
With the right prompts, the right logic, and the right design, we can make knowledge memorable, personal, and even funny.

BoostIQ isn’t just a memory tool — it’s a smart, lovable companion for learners who want their knowledge to stick.

Insha’Allah, I hope this makes a meaningful impact — because remembering what matters should feel joyful, not stressful.

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