Most businesses have three to five figures of monthly revenue they can't see — leaking through slow lead follow-up, manual workflows, missing data, broken handoffs between tools, AI use cases nobody owns, and abandoned customer touchpoints. I find it in 48 hours and ship the fix in 5 days.
Scattered tools, manual workflows, and data nobody acts on. The AI part is the easy fix once the leaks are mapped.
Slow lead follow-up, missed upsells, broken attribution, no post-purchase journey, refund patterns nobody reads, churn that compounds silently, AI use cases nobody owns, and abandoned customer touchpoints.
I ship → A 48-hour audit with a dollar figure next to every leak, ranked by speed-to-cash.
Owners pasting between tools, VAs running ten checklists, ops people regenerating the same report every Monday.
I ship → A 5-day build that replaces one workflow end-to-end with a system the team actually uses.
Dashboards nobody opens, exports that don't match, KPIs that change definition every quarter.
I ship → A single source of truth — built on tools you already own — that surfaces decisions, not noise.
Every engagement starts with the audit. The audit cost credits toward the sprint if you decide to move forward — so the diagnosis costs you nothing if you build with me.
For sprints or retainers tied to a measurable revenue outcome. 3–7% of incremental revenue above a locked baseline, capped, with audit rights. Only when reporting is clean and attribution is real. After the audit — not before.
Every offer is built on top of patterns I've already proven in my own portfolio. These aren't slide-deck case studies — they're live URLs.
Decision-support and orchestration for orbital GPU compute, on real orbital mechanics. 11,000+ satellites tracked against the official 31,672-object catalog, 37 modeled ground stations, 23 autonomous engines, 5 USPTO filings, 2,300+ tests. Its own cost comparator prices orbital at roughly a 3× premium today and returns “use terrestrial” — the platform tells you when not to buy it.
Research-grade peptide knowledge engine. 79 compound entries across 10 categories, 119 programmatic comparison pages, a reconstitution calculator, 264 crawlable URLs. Every compound illustration is generated from the entry's own fields, so a picture can't contradict the record it sits next to.
Multi-strategy autonomous trading research platform. Nine strategies, signal pipeline, paper-trading mode, hard risk caps. In August 2026 I put all nine through a 22-agent audit where every claim had to survive a second agent trying to refute it. It concluded that none of them are investor-ready — best genuine win rate on the board ~60.5%, honest throughput about two trades a day. That's the published result.
E-commerce brand I built and operate as CTO & Managing Partner. Designed and shipped the full stack: WooCommerce storefront, an ops plugin running shipping/payments/inventory/COGS, a 36-affiliate commission engine, a customer rewards ledger, and a promotion engine that arms and disarms tiered sales on schedule. Its first full run closed at $6,254.70 across 34 orders and turned itself off on time.
Multi-domain intelligence engine scoring and ranking 90 entities across 5 domains — sports, markets, brands, politics, entertainment. FastAPI + Postgres + Celery, narrative ingestion, market data, AI sentiment scoring. API up continuously for a month; the ingestion worker is currently idle rather than pulling new material.
A recruiting platform for door-to-door fiber sales across three carriers. 255 city pages, 44 state and metro hubs, English and Spanish lanes, a 30-second application. The August expansion came from one join — ranking markets by coverage × population instead of coverage alone, which surfaced the largest uncovered market in the country sitting near position 1,100 of the old list.
The umbrella that ties it all together — a portfolio site with 15 live creations, plus a private operations dashboard (Next.js + FastAPI + Postgres) and the engines it fronts: BTC Brain, NBA Brain, PersonalVault, ULTRON, Agora, Studio, FORMIX. One control plane, many engines. The BTC forecast ledger publishes its own scorecard — 1,856 resolved forecasts, still behind a naive baseline, and it says so on the page.
Every sprint and retainer maps to one of these. Not invented — patterns I've shipped enough times to know what works and what doesn't.
Find the leak, scope the smallest possible fix, ship it in 5 days. Used in every audit-to-sprint conversion. The discipline is saying no to the 4 other things that need fixing.
Fast, indexed marketing pages paired with a real backend doing the work. Cheap to host, fast to load, with serious infrastructure underneath. PeptiDex and OrbitRoute both use this.
Knowledge engines specific to a domain — peptides, BTC, NBA, companies, news. Database schema, ingestion pipeline, API, search layer. Works for any industry with deep but scattered data.
One dashboard that replaces 5 tools. For founders running multiple revenue streams who waste hours per week switching contexts. The LoopholeMaxing Hub is my own version.
Submit intake. I confirm payment. The 48-hour clock starts. I run the 5-lens audit on your real systems and data.
You get the scorecard, dollar-impact estimates, recommended sprint, and a Loom walkthrough. You decide what's worth building.
5-day sprint on one system. Audit cost credits toward sprint price. One revision included. Bug fixes for 14 days post-delivery.
If we work well together, move to a retainer. I become your AI operator: weekly build queue you prioritize, I execute.
I'm a technical founder running multiple businesses simultaneously — Founder of OrbitRoute (decision-support and orchestration for orbital GPU compute: 11,000+ satellites tracked against the official 31,672-object catalog, 37 modeled ground stations, 23 autonomous engines, 5 USPTO filings); CTO & Managing Partner of an active peptide e-commerce brand; founder of KnockFiber (a three-carrier D2D recruiting platform, 255 city pages in English and Spanish); and operator of the LoopholeMaxing ecosystem — a control plane and portfolio that includes PeptiDex (79-compound research engine, 264 URLs), MMS Hub (multi-strategy trading research platform), Universal Analyst Engine (90 entities across 5 domains), BTC Intelligence Brain (a forecast ledger that scores itself against a naive baseline and reports losing to it), ULTRON (local-first agent with human-in-the-loop safety, 30/30 attack tests green), and Agora (public-domain knowledge library). I write the code, design the schemas, build the dashboards, ship the integrations, file the IP, and run the operations. I don't outsource the parts that matter.
I work across the full stack: AI and agents (LLM-powered systems, prompt engineering, agentic workflows, RAG, custom GPTs, AI infrastructure), e-commerce and conversion (Shopify, WooCommerce, SliceWP, Klaviyo, Resend, post-purchase, affiliate engines), automation and integration (Zapier, Make, n8n, custom webhooks, API design, ETL), data and analytics (database schemas, dashboards, attribution, real-time monitoring), trading and quant systems (signal pipelines, backtesting, broker APIs, paper-to-live infrastructure), operations and dashboards (Next.js + FastAPI control planes, command centers, founder leverage tooling), and infrastructure (Railway, Vercel, AWS, Postgres, monitoring, deployment pipelines).
I sell what I actually build. The audit framework is the same one I use on my own projects every quarter. The sprint pattern is how I ship features in my own products. The retainer is the model I'd want if I were on the buying side. The breadth matters because most businesses don't have one isolated problem — they have a stack of related ones, and someone has to be able to see the whole picture before scoping the fix.
Based in Florida. Single-member LLC filing in progress. Available for clients globally, with strong preference for U.S. and U.S.-adjacent businesses. Taking on a small first cohort of external clients now — once slots are full, the next opening is the quarter after.
LLM-powered agents, prompt systems, RAG, custom GPTs, multi-step agentic workflows, AI infrastructure with human-in-the-loop guardrails.
Shopify, WooCommerce, SliceWP affiliate engines, Klaviyo/Resend flows, cart recovery, post-purchase journeys, subscription mechanics.
Zapier, Make, n8n, custom webhooks, idempotent job queues, ETL pipelines, API design, third-party integration glue.
Next.js + FastAPI ops dashboards, command centers, founder leverage tooling, real-time monitoring, KPI surfaces.
Database schema design, attribution systems, reporting, dashboards, data cleaning, structured ingestion pipelines.
Signal pipelines, backtesting frameworks, broker API integrations (Schwab and others), paper-to-live infrastructure, risk controls.
Domain-specific search engines, content ingestion, structured data extraction, research-grade APIs, RAG-backed Q&A.
Lead capture, qualification, follow-up automation, CRM cleanup, outbound sequences, response-time compression.
Railway, Vercel, AWS, Postgres, Docker, deployment pipelines, monitoring, alerting, kill switches, log aggregation.
Generation pipelines, scheduling, distribution, SEO tooling, internal SOPs converted to one-click workflows.
Full-stack web apps, internal tools, APIs, mobile-responsive products, prototype-to-production with sane defaults.
Audit frameworks, system design, scoping discipline, IP-aware methodology, founder-grade documentation that survives handoff.
Because the audit is the filter, not the product. The real revenue is in the sprint and retainer. $497 is engineered to filter tire-kickers without scaring serious buyers — the typical "AI audit" runs $2,000–$3,000 and many are vapor. If you can't justify $497 to find leaks in your business, we shouldn't work together yet.
Three things. One: I run my own e-commerce brand, my own SaaS, my own routing API, my own trading research platform — I'm not selling a service I've never used. Two: every engagement starts with a paid audit, so I'm scoping against your real data. Three: I ship in 5 days, not 5 months. If you want a 30-page strategy deck, hire an agency. If you want a system live this week, hire me.
That's exactly what the audit is for. Most buyers don't have an "AI problem" — they have a leverage problem, a workflow problem, or a data problem that AI happens to be the right tool for. The 5-lens audit finds the highest-leverage fixes whether they involve AI or not. I'll tell you what to not build with AI as often as I'll tell you what to build.
You do, once you've paid in full. I retain the right to use anonymized methodology, scorecards, audit templates, and reusable code patterns — your data, your specific implementations, and your branded deliverables are yours. The contract spells this out cleanly.
Sometimes. Only after we've worked together on at least a sprint, only when your reporting is clean enough to measure incremental revenue honestly, and only with a written addendum that locks the baseline at signing. 3–7% of incremental revenue, capped, 6–12 month term. It's the exception, not the default.
Yes, mutual NDAs are standard before any deep-dive call. One-year confidentiality, standard carve-outs, Florida governing law. I'll send you one or sign yours.
I work with vendors and operators adjacent to regulated industries (insurance agencies, healthcare suppliers, accounting firms) but I do not provide legal, medical, or financial advice and I don't touch protected health information. If your work product is the regulated thing itself, I'm probably not the right fit. The audit will tell us either way.
I'm intentionally honest: I'm taking on my first cohort of external clients now. My proof is the portfolio above — projects I've built, shipped, and operated myself. The first three clients to sign get a discounted sprint in exchange for being a case study. The audit itself tells you whether my pattern-matching translates to your business.
Full refund if I fail to deliver the audit and Loom within 5 business days of payment + completed intake. Otherwise non-refundable once the audit is delivered. Full terms in the audit agreement.
Card checkout is live — there's a Stripe link on the audit card above, and you can pay it the moment your intake is in. If you'd rather not use a card, Zelle, wire, or Venmo all work; submit intake and I'll send instructions by email. Either way the 48-hour clock starts when payment confirms.
Start with a $497 audit. 48-hour turnaround. If you sign a sprint within 14 days, the audit cost credits toward the sprint price.