📍 Seattle | 🚀 Startup Founder, Vibe Coder & Indie Builder | 💡 Ex-Amazonian & Ex-IBMer

Building AI-powered tools at speed. Learning in public. Shipping before perfect.

• 📚 Vibe Reading — A reading tool that refuses to summarize until you tell it why you're reading. AI maps your question to chapters; the compression happens in your head. Live demo →
• 🔬 PhysLit — Tests whether frontier LLMs actually understand physics, or just memorized the textbook. v0.1 finding: 70% of failure trials don't realize they failed.
• ⚡ classical_particles — My 2006 undergrad thesis on radiation reaction, re-read twenty years later: it bet on the wrong fix to the Lorentz–Dirac equation, and the experiment it called impossible now has 5σ results.
• 🌀 noether-decay — A theory draft framing neural-net training as a dissipative system via a generalized Noether theorem. Learning is the forced breaking of rescaling symmetry; the directions where a Noether charge stays conserved are exactly the blind spots where nothing is learned.
• 🔭 ThalesLab — Exact, interactive physics visualizations — the physics actually runs under the hood, not a pre-rendered animation. First piece: Noether's theorem, symmetry ↔ conservation, live.
• ⚛️ physics-model-library — A growing library arguing physical models should be the methodological backbone of next-gen AI. Manifesto + catalog + runnable demos; first entries are integrable systems (soliton channels, box-ball cellular automata) where exact structure replaces brute-force fitting.
• 💰 BeProfitly — AI tells Shopify sellers what to do next. No dashboards, just answers.
• 🎬 AI Video Decision Assistant — Stop wasting credits testing various AI video models. Get smart recommendations before you generate.
• 🤖 socrates-finds-you — An automated system that finds people who need STEM, AI, and career mentorship.
• 📈 trend-monitor — Daily & weekly AI/Tech trends from GitHub, Product Hunt & HN, delivered to your inbox
• 📡 LaunchRadar — AI finds Reddit/HN discussions where people need your product, 3-5 high-intent leads daily
• 🎭 Doppelgang — Distill real customers into AI sparring partners for sales training. (private beta)
• 🚀 GrowPilot — SEO on autopilot. Finds buyer keywords, writes content, and tracks what converts.
• 🎓 TeachLoop — AI homework recommendations for SAT/AP tutoring centers. Upload questions, run a session, get personalized assignments instantly.
• ⏰ TimeLock — Auto time-block your Notion tasks into Google Calendar with AI scheduling
• 📊 stock-monitor — Real-time stock monitoring with customizable price alerts
• 📝 SAT Math Smart Question Bank — Adaptive SAT practice with AI-powered question selection and instant explanations
• 📝 ACT Math Smart Question Bank — Adaptive ACT practice with personalized weak-area targeting
• 📐 AP Calculus AB Smart Question Bank — Full AP Calc AB coverage with adaptive difficulty and exam-style practice
• 📐 AP Calculus BC Smart Question Bank — Full AP Calc BC coverage with adaptive difficulty and exam-style practice

📊 Personal Dashboard → — my live command center: every track, project, daily chore & report in one glance.

Running a personal OS for indie development — documented in my private indie-product-playbook:

Demand validation → Reverse engineering → Development → Launch → Marketing → Metrics

Current workflow stack:

• 🤖 5 projects running in parallel, managed with AI agents
• ⚡ Claude Code for vibe coding execution

Ship before perfect. Learn in public. Let the agents handle the rest.

Open-source Claude Code skills I've built for my own workflow:

• ✍️ vibe-writing-skills — Engineer your writing workflow. AI handles fact-checking, proofreading, citation management; you keep topic selection, thesis, judgment, and voice. The soul is yours, the team is AI.
• 📊 data-analysis-skill — Claude Code skill for end-to-end data analysis.

• ⛵ snowboat-blog — My personal blog repo.
• 📓 study_notes — Personal study & reading notes across data science, ML, and AI.