01
AI Product System
Production-shaped
AI Career Operating System
Governed AI workflow with source-audited retrieval, role-aware generation, evals, and human review.
- Guide evaluation
- 33 cases
- Review system
- 6 agents
Products & prototypes
Building is how I think.
Focused products, live experiments, and production-shaped concepts. Each one turns an emerging capability into something concrete enough to use, test, and improve.
Browse the collection- Surface area
- Live alpha + concepts
- Build stance
- Focused, testable MVPs
- Throughline
- Human-centered systems
The product shelf
Ideas made tangible.
Each project is presented as a working system: the choice that mattered, the evidence behind it, and what changed as a result.
02
Live Product
Open alpha
LaunchMuse
A live product case study about narrative-driven release planning, sharp product scoping, and how quickly a PM can now move from concept to working software.
- Prototype velocity
- Built in ~10 hours
- Product stance
- Narrative-first wedge
03
Emerging Product
Concept in progress
Immunology Scout
An early-stage research grounding product combining literature and patent signals for trustworthy immunology exploration.
- Product stage
- Early-stage concept
- Core job
- Paper + patent scouting
04
Product Artifact
Live prototype
OMS ChatGPT App
Conversational OMS prototype showing how AI can support order lookup and cancellation inside enterprise workflows with clear safeguards and user control.
- Environment
- Simulated OMS data
- Workflow scope
- Lookup + cancellation