Personal AI - Students and Professionals
2025•Case Study
Privacy-first assistant using Gmail, Calendar, and Canvas to deliver proactive nudges and actions.
The Challenge
- Missed deadlines and follow-ups due to scattered context
- Noise in inbox and LMS makes prioritization difficult
- Personalization is often brittle and not privacy-forward
The Solution
Event-driven ingest for Gmail and Calendar, optional Canvas live events
Memory-RAG persona with citations and evidence ledger
Proactive nudges with deep links and one-tap actions
Impact
Proactive schedule management
Reduced cognitive load and fatigue
Technical
Implementation Details
Flutter app, FastAPI backend, Postgres + Redis, AWS infra, strict consent ledger, encryption, “erase my data”, observability across events and nudge performance.