Decision Notebook
A research workspace that turns interviews, notes, and market signals into traceable product decisions.
Product builder / AI systems / thoughtful interfaces
Building useful systems with a product mind and a maker's pace.
I work across product, software, and strategy, with a bias toward tools that turn messy workflows into clear decisions. This portfolio collects the projects, industry chapters, and questions I am actively exploring.
- Focus
- AI products
- Style
- Systems + craft
- Now
- Exploring applied AI
Selected work
Projects
A focused set of case studies across product judgment, applied AI, and systems that make complex work easier to navigate.
Workflow Copilot
A lightweight assistant pattern for recurring tasks: intake, triage, follow-up, and summaries with human review points.
Signal Map
A planning view for teams that need to connect customer feedback, roadmap bets, risk signals, and delivery milestones.
Industry arc
Timeline
Shape this into your real career story: roles, domains, launches, teams, and the moments that changed how you think.
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Foundations
Built depth in product thinking, software fundamentals, and business context.
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Industry Delivery
Worked closer to real workflows, stakeholder needs, and execution constraints.
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Systems View
Shifted from isolated projects toward reusable tools, processes, and feedback loops.
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AI-Enabled Workflows
Explored how AI can reduce busywork while keeping judgment and accountability visible.
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Current Direction
Focusing on applied AI, product systems, and tools that help people move with clarity.
What I am drawn to
Interests
The throughline: turning fuzzy, important work into interfaces and systems people can actually use.
AI-native tools
Interfaces where models, memory, and human review feel like one coherent workflow.
Product strategy
Choosing what matters, making tradeoffs explicit, and learning quickly from the market.
Data storytelling
Turning signals into views that make decisions easier without flattening nuance.
Operating systems
Reusable rituals, templates, and tools that help teams build with less drag.
Open to conversations