Projects Designed for Outcomes, Not Just Learning
Our proven 4-step process transforms you from learner to builder, with real products and portfolio-ready case studies.
Match
Fill out a short form about your goals → AI recommends the best-fit project tailored to your role, experience, and objectives.
- Personalized project recommendations
- Role-specific matching (PM/FE/BE/PD)
- Goal-oriented selection process
- Experience level consideration
Execute
Every project comes with clear structure, AI tools, and business context to ensure you ship real value.
- Clear brief & scope definition
- Best AI tools recommendations
- Time estimates (2-6 weeks)
- Daily execution blueprint
- Business add-ons (growth, launch, monetization)
Publish
End with tangible deliverables that demonstrate your ability to ship products that matter.
- Working product demo
- Structured case study template
- Real user feedback integration
- Business impact measurement
Amplify
Get exposure and connect with opportunities through our showcase platform and employer network.
- Monthly demo sessions
- Curated employer exposure
- Portfolio-ready case studies
- Community peer review
Every Project Includes
Structured for success with clear deliverables and business context
Problem Statement
Real business challenges that startups face
AI Tools Integration
Cutting-edge AI tools and frameworks
Time-Boxed Execution
2-6 week sprints with clear milestones
Business Outcomes
Focus on profit or impact, not just features
Ready to Start Building?
Join hundreds of builders who are shipping real AI products and landing their dream roles.