Whiteboards

How I run hero variant tests on the homepage — measure CTR, scroll depth, chat opens, then ship the winner.

The 6-stage pipeline that turns a job posting URL into a personalized landing page tailored to the company brand.

A layered look at the stack powering this portfolio — frontend to data to hosting.

A circular view of product work: discover, define, design, build, ship, learn — and back around.

A 2×2 for deciding when to build something yourself versus buying a service — axes are "core to product" and "cost/complexity".

A mindmap of the six pillars I keep returning to when judging user experience: clarity, speed, feedback, hierarchy, consistency, delight.

The core inference pipeline — from your prompt, through tokens, embeddings and attention, to the next predicted word.

AI vs Machine Learning vs Deep Learning vs Generative AI vs LLMs — the nested terms, finally untangled.

How retrieval grounds an LLM in your own knowledge at answer-time — ingestion, vector search, and the live query path.

The plan → act → observe → reflect loop (plus tools and memory) that turns a chatbot into an autonomous agent.

A side-by-side decision guide for the three ways to customize an LLM — cost, freshness, and when to use each.

A full-cycle diagram of the end-to-end machine learning project lifecycle, highlighting where most projects fail and why monitoring closes the loop back to data.

A decision diagram guiding teams through the key questions that determine whether to build a custom AI system, buy an existing solution, or blend both approaches. Covers differentiation, data/talent, and cost/latency tradeoffs.

A 2x2 decision framework that maps AI automation opportunities by task volume and tolerance for errors, helping teams quickly identify where to automate, augment, pilot, or avoid.

A top-to-bottom walkthrough of the classic AIDA marketing funnel extended with Loyalty, showing the goal, example tactic, and conversion reality at each stage.

A hub-and-spoke diagram showing how Technical SEO, On-Page Content, Off-Page Authority, and UX/Core Web Vitals all feed into a unified SEO strategy, with concrete tactics under each pillar.

A flywheel diagram showing how content marketing compounds: research feeds creation, one pillar piece fans out into multiple formats, distribution drives measurement, and insights loop back into better planning.

A left-to-right workflow covering every stage of a paid ads campaign: planning, launch, A/B testing, scaling winners, and looping back to creative optimization.

The Build-Measure-Learn feedback loop is the engine of the Lean Startup method. Teams turn ideas into testable products, gather real data, and learn whether to persevere or pivot — as fast as possible.

A visual map of the nine interconnected building blocks of the Business Model Canvas framework, arranged in its canonical grid layout with the Value Proposition at the center.

A left-to-right customer journey diagram spanning six stages from Awareness to Advocacy, showing customer mindset and touchpoints at each stage with emotional guidance.

A simple flow showing how an instant automatic reply and friendly follow-up turn a missed call or web lead into a booked job.

A simple flow showing how a finished job triggers a friendly automated text, turns happy customers into 5-star reviews, lifts your local search ranking, and brings in more calls. Unhappy customers route straight to you instead.