You Don’t Need to Code. But You Still Need to Think.
The missing discipline behind vibe coding and why it’s the difference between shipping and spiraling.
8 min read
Senior Product Manager & AI Product Strategist
Building AI-native products and multi-agent systems that drive measurable business impact. Deep expertise in product strategy, architecting agentic workflows, and hands-on execution. 10+ years building 0→1 products and scaling teams.
Recent Certifications
The missing discipline behind vibe coding and why it’s the difference between shipping and spiraling.
8 min read
When AI Stops Being a Feature and Starts Becoming the Infrastructure
6 min read
Why the next decade of SaaS won’t be powered by cute chat bubbles—but by intelligent workflows that actually get things done.
5 min read
Production + Experiments
A customer-facing AI workflow that helps users get started faster by generating tailored onboarding guidance, product setup steps, and contextual next actions.
Role: Founder & Product Manager
Tech: Next.js, Supabase, Claude API, Stripe, Vercel
AI-assisted competitive analysis platform for internal product, GTM, and strategy teams. Structured intelligence across business context, competitor profiles, feature parity, opportunity scouting, and validation outputs.
Role: Product Architect
Tech: React, Vite, Supabase, Claude API, ChatGPT (fallback), Firecrawl (web search/scrape), Vercel, shadcn/ui
Intelligent slot-filling feature for salons and independent stylists. Detects empty appointment slots and cancellations. Identifies highest-confidence clients via AI scoring. Generates personalized SMS campaigns ready for owner/stylist approval.
Role: Product Manager
Tech: React, Supabase, Slick API, Claude API (copy generation), SMS (Twilio/native), Vercel
Capstones + Learning
Pricing optimization tool for restaurants and retailers. Real-time competitive pricing analysis using Google Places, Yelp, BLS CPI data. Pricing suggestions with confidence scoring, revenue impact estimates, and menu description optimization.
Role: Founder
Tech: React, Supabase, Vercel, Claude API, Google Places API, Yelp Fusion API, BLS API, Magic UI, Square/Shopify integrations
Mobile-first digital dining journal for food enthusiasts aged 18-45. Dish-level capture with photos, ratings, and tags. Visual card grid browsing with real-time search. Public shareable visit pages. Leaflet map view for spatial exploration. Anonymous identity system (localStorage-based, no auth required for MVP).
Role: Founder
Tech: React 18, Vite, Supabase, Google Places API, React Leaflet, OpenStreetMap, Tailwind CSS + shadcn/ui, TanStack Query, Zustand, browser-image-compression, Vercel
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