All case studies
JovianSenior SE

EdTech Engagement and Jobs Platform

Owned high-value EdTech journeys from idea to release, including events, jobs, and community engagement, while improving platform speed and the team’s ability to ship.

Timeline
January 1, 2022 — October 1, 2022
Primary contribution
Senior SE
EdTech Engagement and Jobs Platform illustrated product use case

Product challenge

Help data-science learners move from education into participation and employment. Jovian needed product journeys for events, jobs, and community engagement, but it also needed a faster, more stable foundation that would not slow down each new experiment.

Product and engineering approach

Improve the product and its delivery system

  • Migrated the frontend to Next.js and introduced React Query to improve navigation, loading behavior, and the feedback users received from data-heavy journeys.
  • Built a reusable UI library so new product ideas could reach users faster without sacrificing consistency.
  • Made Flask APIs more modular with SQLAlchemy and reusable decorators for authentication, validation, and CRUD behavior.

Own the user journeys

  • Launched event management with automated notifications and reminders to reduce coordination overhead and missed participation.
  • Built a responsive job-search experience and shipped the production-ready platform in under two weeks.
  • Introduced a student leaderboard as a targeted engagement mechanism, not just a standalone gamification feature.
  • Automated lead tracking through a third-party integration so product activity could connect to the wider business workflow.

Outcome

  • Gave learners clearer paths into events, community participation, and relevant opportunities.
  • Improved platform stability and reduced latency across core journeys.
  • Increased the team’s delivery speed through shared components, stronger conventions, and less backend boilerplate.
  • Demonstrated that focused product scope and sound foundations can coexist: the jobs platform reached production in under two weeks.

Technology stack

React
Next.js
React Query
Flask
SQLAlchemy
PostgreSQL
Celery
Cron jobs
AWS
Docker
CI/CD
Python
Flask Decorators
Linting/Code Quality
Custom UI component libraries