Brought the product from 0 to 340 users by architecting the web interface and engineering prompt pipelines that powered core features, establishing PlanForm’s technical foundation and making the product demo-ready for early adopters.

Cut feature iteration cycles by 45% by integrating AI models into the development workflow, allowing the team to ship updates faster and respond to user feedback without expanding headcount.