1. The Identified Problem
Every year, thousands of Beninese high school graduates select university majors by default or misinformation, risking dropout due to misalignment with their actual Baccalaureate grades and cognitive affinities.
orientbot.sinda.pro
2. Solution Engineered
An AI-powered academic advisor combining Baccalaureate score analysis, RIASEC psychometric profiling, real-time official MESRS ranking algorithms, and an illustrated Parent Report exportable as images, accessible on web and WhatsApp.
3. Results & Measurable Impact
Launched in July 2026: 184 landing page visitors, 80 reached the payment page and 7 became paying customers. Usage data now shapes the V2 architecture.
My role
- Product idea and MVP scope: RIASEC assessment, MESRS scoring, program recommendations and the Parent Report.
- Next.js + Supabase architecture; designed the bot, its interfaces and the landing page.
- Integrations: AI through OpenRouter and Kkiapay mobile payments.
- VPS deployment: Docker services behind Traefik, images pushed to GHCR by GitHub Actions, self-hosted BGE-M3 embedding server.
- Security: data access review (Supabase RLS) and OWASP Top 10 checks.
- Led the team through the July 2026 launch.
Key Figures & Milestones
184Landing page visitors at launch
80Visitors who reached the payment page
7Paying customers, close to 9% of payment page visitors
Interface Gallery & Previews
Click any preview to inspect it in full screen view.
Technology Stack
- Next.js
- Supabase
- OpenRouter
- Kkiapay
- Deepgram