Confirm the student’s starting point
An identity-confirmation workflow establishes the profile and constraints that later recommendations should refer to.
Back to work
Atlas AI
An unreleased private pilot helping students explore universities, majors and future education paths. I own product direction and the full-stack build.
My roleProduct direction & full-stack developmentAtlas website
Overview
Students face consequential choices about education without a clear way to connect their goals, constraints and current evidence to the paths available. Atlas explores decision support for that problem, with university and major discovery as its niche.
Project statusPrivate pilot · unreleased
Scope
A Vlowzy product exploring education-path decisions. I own product direction and the full-stack build, with university and major discovery as the initial niche.
Main features
Compare paths on separate dimensions
Fit, readiness, affordability and eligibility are treated separately. Unknown information remains visible instead of being compressed into a single confident score.
Strategy & next steps
Turn the student’s context into a strategy, assessment and roadmap, helping identify the evidence or preparation needed for the next decision.
AI-assisted explanations
Structured explanations sit alongside deterministic logic and fallbacks, connecting the reasoning to the student-confirmed context.
Technology
Next.js, React & TypeScript
Full-stack web application and typed product flows.
Tailwind CSS
Responsive student workflows and shared interface styling.
Supabase
Authentication and backend application infrastructure.
PostgreSQL
Persistent data with row-level access policies.
Deno Edge Functions
Server-side functions supporting backend workflows.
Engineering approach
Start with a specific audience
The broader ambition is guidance for students finding their future path. The initial product work narrows that problem to a more concrete education-planning audience.
Tie advice to confirmed context
Strategy and explanations should refer to the student’s confirmed profile, rather than an older or assumed version of their information.
Pilot before claiming traction
Atlas is unreleased and in private pilot. YC is a potential next step, not an acceptance, investment or established customer outcome.
What I worked on
- Own product direction and the full-stack build.
- Build a TypeScript, Next.js and React application with Supabase/PostgreSQL backend infrastructure.
- Develop identity-confirmation and strategy workflows combining deterministic logic with structured AI-assisted explanations.
Results & scope
Private pilot
unreleased Vlowzy product
- Built an unreleased private pilot.
- A product direction focused on helping students compare education paths and decide what evidence to build next.
Atlas is a Vlowzy project in private pilot. Exploring YC as a potential next step.
Project references
Atlas websiteAnother project
AI-assisted bank disbursements
Contact04
Say hello.
For AI engineering roles, collaborations
or a conversation about further study.