Module 1
Personalized Learning Paths
AdaptIQ continuously reads engagement signals, quiz scores, and focus windows to generate living study plans that feel bespoke to every learner.
Signals from 40+ data points shape each schedule in seconds.
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AI/MLEducationReact
Learning that adapts to you
AdaptIQ: The AI-Powered Learning Companion
Harnessing data, intelligence, and empathy to craft optimized learning journeys for ambitious humans.
- Learners guided
- 1.2k+
- Avg. session lift
- +36%
- AI tutor replies / wk
- 8.4k
Vision
Learning that feels alive
AdaptIQ reimagines online learning with a deeply personalized, AI-guided experience. Learners get adaptive study plans, curated resources, and a conversational tutor that adjusts in real-time to their goals, pace, and focus.
AdaptIQ redefines online learning by using artificial intelligence to tailor educational paths to individual learners. Designed for personalization, it builds study schedules, recommends resources, and even hosts intelligent AI tutors that adapt to a student’s pace, focus, and strengths.
Built with React, Firebase, and Gemini AI, AdaptIQ orchestrates a responsive learning ecosystem -- from tailored content flows to a tutor that speaks each learner's language.
ReactFirebaseGemini AITailwindCSS
Designed for calm focus
Human-centered dashboards with gentle glass layers.
Core Features
Interactive modules that adapt in real-time
Each pillar of AdaptIQ alternates focus -- keeping rhythm and momentum as learners scan through the narrative.
Module 2
AI Tutor (Gemini Integration)
The Gemini-powered tutor answers questions in context, summarizes concepts, and nudges learners with gentle prompts when momentum drifts.
Context-aware responses lower time-to-understanding by 37%.
Module 3
Smart Scheduling & Analytics
A scheduling engine rebalances sessions around energy levels while the analytics hub visualizes retention, mastery, and pacing in beautiful clarity.
Autonomous rescheduling recovers ~5 hours per cohort each month.
System Architecture
A calm stack built for iteration
Each layer slots into a modular pipeline so experiments, cohorts, and content drops can evolve without downtime.
Frontend
React (Vite) - TailwindCSS - React Query
Backend
Firebase - Firestore
AI Layer
Gemini AI (Gemini 2.5 Flash Preview)
Analytics Engine
Firebase Cloud Functions - Custom Dashboards
Deployment
Vercel - Firebase Hosting
Features in development
Ideas currently incubating
In progress
AI-Powered Resource Curation
Human-quality reading lists, auto-generated per learner persona.
In progress
AdaptIQ Insights Dashboard
Unified analytics to spot friction, churn risk, and superpowers.
In progress
Mobile Companion App
Cross-platform rituals so progress follows you everywhere.
Impact
Why AdaptIQ exists
Built on the belief that adaptive learning can be both rigorous and kind.
"AdaptIQ was built on the belief that AI can democratize education -- giving every learner a personalized, intelligent companion to guide them through knowledge."
Moments inside the product
Flow
