FastAPI
High-performance Python API gateway—OpenAPI docs, async I/O, and typed request/response models for our workflow, uploads, and health endpoints.
Study Coach
Expert-level tutoring built for African education.
Study Coach is a vertical AI platform for learners in Ghana and across the continent—personalized coaching that understands local programmes, document intelligence on your materials, and an architecture designed for offline-capable use where connectivity is uneven.
Built on a foundation of fast, production-grade tooling
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LangGraph
Checkpointed agent graphs with thread-scoped memory. Routes between reasoning and tools until the coach finishes—backed by SQLite for durable sessions.
Next.js
App Router, React 19, and a typed client UI for assessment, /studio coach, and Clerk-ready auth—calling the same REST API as our legacy static pages.
Agents call tools over MCP (FastMCP)—kept alongside this stack for discoverable prompts and integrations.
How it works
1 · Quick assessment
Level, programme, subject focus, and goals — tuned for GES, SHS, WASSCE paths, tertiary, and digital literacy.
2 · Personal thread
A private learning ID and server-side memory so your coach remembers context across sessions.
3 · Honest answers
No fabricated exam aggregates—we cite WAEC, GES, and your teachers for official rules.
Intelligence layer
Adaptive paths, analytics, and targeted remediation
Adaptive learning path optimizer
Personalized study roadmaps that respect how you learn—sequencing topics and adjusting difficulty.
Predictive performance analytics
Uses your history and study patterns to surface gaps early and clear next steps.
Weakness detection & remediation
Pinpoints concepts that need work and proposes focused practice—not generic drills.
Privacy, access & authentication
This Next.js app uses Clerk for sign-in when configured. The FastAPI backend validates Clerk session tokens. Add your frontend origin to CORS_ORIGINS and CLERK_AUTHORIZED_PARTIES on the API. Learning IDs are private—treat them like passwords.
Educational support only. Verify exams with official sources. Service map