I build AI-powered products, full-stack applications, and workflow tools—and I research how to make human-AI collaboration more reliable, scalable, and useful in real production work.
| 📊 AI Collaboration Stats | |
|---|---|
| Lines of AI-Written Code | 958,605+ |
| AI Contribution Rate | 99% |
| Technical Conversations | 193 |
| Refinement Messages | 17,664 |
💡 Most teams are still experimenting with AI-assisted development. I focus on making it repeatable, measurable, and production-ready.
First-week performance (zero marketing):
- 🏆 41+ units sold with sustained momentum
- 📈 14.2% wishlist conversion (industry avg: 6-9%)
- 💎 2.4% refund rate (industry avg: 5-10%)
- 🎯 6% CTR (industry avg: 4-6%)
This project demonstrates my ability to take a product from concept to launch using modern AI-assisted workflows, full-stack implementation, and iterative quality improvement.
I created Sparse Contextual Memory Scaffolding—a framework for improving reliability, continuity, and quality in AI-assisted development.
NeurIPS 2025 "Nested Learning" paper confirmed 6/6 core SCMS principles
Published ~10 days after my release • Same conclusions, different domain
What SCMS Solves:
- 🧩 Context overload → Semantic checkpointing for long-horizon tasks
- 🔄 Session continuity → Persistent knowledge graphs
- ✅ Quality assurance → Validation patterns for AI outputs
Validated outcomes:
- ⚡ 91% reduction in pattern re-discovery time
- 🧠 94% knowledge retention across long-horizon work
- 🕒 96% time reduction in stale-context scenarios
- 📚 Zero documentation debt after stabilization
I combine software development, AI workflow design, and cinematic production, which lets me build the product, communicate the value clearly, and support launch or adoption with polished assets.
- 🎥 AI-assisted video generation & editing
- 🎵 Music production & audio mixing
- 🎮 Shipped cinematic game on Steam
- 🧠 Built AI-native tools like Snappy CRM, parlAI, and SCMS
- 📽️ Motion graphics & narrative shorts
- Building AI-powered applications and workflow tools with Windsurf, Cursor, Claude, and Gemini
- Expanding SCMS as a practical framework for reliable long-horizon AI collaboration
- Shipping full-stack products across React, Next.js, Electron, Prisma, and deployment platforms
- Exploring agent workflows, orchestration systems, and production-ready AI user experiences
Building useful products at the intersection of AI, software, and creative execution.
