EdVerra

EdVerra was a team software project. I led the software development team and was responsible for system design and technical direction. The work strengthened the habit of identifying real pain points, deciding where AI can add value, and rejecting AI when a simpler approach is more practical.

Teams can adopt AI because it is fashionable rather than because it solves a verified user problem. The project required judging that trade-off explicitly.

Software development team lead — system design and technical direction.

I owned technical direction and system design for the software team. Other teammates contributed; this page does not assign unstated implementation details to any one person.

• Led software development planning and technical direction.
• Evaluated AI against alternative non-AI designs before treating a model as required.

• Public architecture diagrams, repository links, and a technology list are omitted because they were not present in the résumé or available project files.

• Technical leadership includes saying no to an AI component when the problem does not need one.

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  Team Projects

  SkillBridge

  Job platform that connects people with disabilities, the elderly, and other vulnerable groups with employers — job search with filters, applications and tracking, and employer posting with admin approval.

  • React
  • TypeScript
  • Vite
  • Mantine
  • TipTap

  View case study

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  Team Projects

  GymMate

  Capstone fitness platform for gym members, trainers, and gym owners: workout program builder, exercise substitution when a machine is busy, gamification, and a gym CMS with a floorplan editor.

  • React
  • React Native
  • Go (Gin)
  • PostgreSQL
  • MinIO

  View case study