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Thoughts on product, AI, and building things that matter

AI/ML12 min read

I Applied Systematic Innovation to 9 Products. Here's What Worked.

154 ideas, 6 templates, 3 deep dives. A PM's guide to structured creativity.

What if creativity wasn't magic? After applying Systematic Inventive Thinking to 9 products and generating 154 ideas, I found that 70% of breakthrough innovations follow just six patterns.

InnovationAIProduct Management
Jan 28, 2026
Product8 min read

Why Your Todo App Doesn't Work (And What Behavioral Science Says About It)

I applied BJ Fogg's Behavior Model to redesign task completion. Here's what I learned.

Every todo app solves the same problem: organizing tasks. But organization isn't why you're not getting things done. BJ Fogg's Behavior Model explains what's really going on — and points toward a fundamentally different kind of productivity tool.

Behavioral ScienceProduct DesignUX
Jan 25, 2026

Amith

Building AI-powered products and exploring innovation leadership. Ex-Microsoft SWE → Wharton MBA → Product/Innovation.

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Co-Created with Claude Code