Let's Build AI Tools to Solve Real Problems 🚀
What happens when AI builders team up with professionals from finance, healthcare, education, legal, and other domains? You get tools that actually work, built by people who understand both the technology and the problems.
Join us for a 3-hour sprint where diverse teams collaborate to rapidly prototype AI-powered tools that automate or augment real work.
Who Should Join?
AI Builders & Developers
Explore new domains and use cases
Learn what real users actually need
Build your portfolio with practical tools
Domain Experts (Finance, Healthcare, Education, Legal, Operations, etc.)
Turn your domain knowledge into working tools
Learn what AI can (and can't) do for your field
Everyone In Between
Product managers, designers, researchers
Entrepreneurs looking for co-founders
Anyone curious about AI × their industry
How It Works
First 30 mins: Share ideas → Form diverse teams (AI builders + domain experts)
Next 2 hours: Build together with your team using AI tools
Final 30 mins: Quick demos & share learnings
The Approach
Use AI agents to handle the heavy lifting while you focus on:
What problem are we solving?
Does this solution actually work for the domain?
Learn to structure prompts, validate outputs, and iterate quickly. It's collaborative & iterative building, not just prompt → hope!
Platform Options (Your Choice)
Lovable, Replit Agent, Cursor, Gemini CLI, Claude Code, Artifacts
What Makes This Different?
Cross-Pollination: Healthcare professionals working with developers. Financial analysts pairing with AI engineers. Real problems meeting technical solutions.
Learn by Doing: No lectures. No slides. Just building, testing, and iterating together.
All Levels Welcome: Whether you're building your 1st or 10th AI tool, there's something to learn. Domain expertise is just as valuable as coding skills.
Real Problems: Focus on automation and augmentation that saves time, reduces errors, or unlocks new capabilities in actual workflows.
What You'll Take Away
✅ A working prototype (or well-documented attempt!)
✅ New collaborators from different domains
✅ Practical AI building skills
✅ Understanding of what AI can/can't do in your field
✅ Ideas for your next project
Important Notes
Bring a problem: Come with a real workflow challenge from your domain
Embrace imperfection: 3-hour builds are about learning, not perfection
Share openly: Document your process—what worked, what didn't
Help each other: Experts will be available, but peer learning is encouraged
Ready to build something useful in 3 hours?
Join us for an afternoon of collaboration, experimentation, and creating AI tools that actually matter.
Limited spots available. Register now to secure your place.
What to Bring
Laptop and water bottle
Mobile hotspot
About Us: https://ai-study-group.pla.sh/
Come for learning, stay for community, leave with memories!
Important Details
Important: To support Aeka's (who are graciously hosting us), purchasing at least one item from their menu is mandatory for all attendees