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Live Projects

Built Together. Shipped Live.

Every project started with a validation sprint and was built through iterative collaboration — maximum time together, shipped cost-effectively, and maintained for ongoing value.

Sincere Intelligence — Trust Infrastructure for AI
The Architect + AI Engines New AI Venture
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AI Ethics & Governance — Founder-led Venture

Sincere Intelligence

Trust Infrastructure for AI

The Problem

As AI-generated content floods corporate communications, marketing, and financial reporting, there is no standardised way to measure whether AI outputs are truthful, properly sourced, or free from manipulation. Organisations face reputational, regulatory, and legal risk with zero audit infrastructure — the equivalent of publishing financials before SOC 2 existed.

What We Built

A full institutional platform positioning AI ethics auditing as measurable infrastructure, not opinion. The site delivers three specialised audit tracks (Corporate Governance, Content & Claims, and AI Model & Agent), underpinned by a proprietary six-pillar Sincerity Scoring Model. It includes a lead-generation engine with a server-side-generated 20-point AI Audit Checklist PDF, real-time admin email notifications on every inbound lead, case studies demonstrating score improvements, SEO and social card optimisation, and Google AdSense integration — all on a production-grade Next.js/PostgreSQL stack.

The Impact

Launched a complete go-to-market platform from zero to production in a single build cycle — domain live, lead funnel active, admin notifications operational, SEO indexed. The framework establishes a first-mover credentialing model: "SOC 2 for AI content."

Built through iterative collaboration — from concept to production in a single build cycle

Technical Framework

Evidence Strength

Verifiable source backing for every claim

Attribution

Proper credit to original sources & data

Uncertainty Alignment

Honest confidence vs. false certainty

Transparency

Clear disclosure of AI involvement

Manipulation Penalty

Detection of persuasion dark patterns

Harm & Bias Penalty

Fairness and safety assessment

"If you can't score it, you can't audit it. If you can't audit it, you can't trust it."

The thesis behind the Sincerity Scoring Model — reducing AI trust from a philosophical debate to a six-variable equation.

AIAGI.news — Attribution-First AGI Intelligence Platform
The Architect + AI Engines + Claw New AI Venture
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AI & AGI Media Intelligence — Self-owned Venture

AIAGI.news

Attribution-First AGI Intelligence Platform

The Problem

The AGI news landscape is fragmented across languages, regions, and sources — with most coverage lacking proper attribution, salary transparency in hiring, and real-time momentum tracking. Decision-makers, researchers, and investors had no single platform delivering verified, multi-language AGI intelligence with clear sourcing and confidence scoring.

What We Built

A full-stack intelligence platform that monitors AGI developments across 6 languages in real-time, processes articles through AI-powered signal scoring and human-in-the-loop verification, and publishes structured intelligence briefs with confidence ratings and origin attribution. Includes a company momentum tracker ranking 500+ AI firms by media breakout signals, a salary-transparent job board with Stripe-powered self-serve posting ($99–$249), an outreach CRM managing 267+ company contacts, tiered newsletter subscriptions with automated weekly digests, and strategic insight hubs (AGI Tracker, Contrarian Signals, Medical AI, Momentum Rankings).

The Impact

Launched a live, revenue-ready platform with 500+ tracked companies, 8 intelligence categories, automated company momentum scoring, and a monetisation pipeline reaching 267 AI companies — from zero to deployed in a single development cycle.

Continuous iteration cycles — adding intelligence hubs, CRM, and revenue pipelines through weekly syncs

Technical Framework

6-Language Ingestion

English, Chinese, German, Spanish, Arabic & Hindi sources via MediaStack

Signal Scoring

RouteLLM-powered confidence ratings on every intelligence brief

Momentum Tracker

500+ AI companies ranked by media breakout signals

Revenue Pipeline

Stripe-powered job board ($99–$249) & tiered subscriptions

Outreach CRM

267+ company contacts with automated engagement workflows

Attribution Engine

Every brief shows source language, origin, and confidence score

"The only AGI intelligence platform where every brief tells you exactly where the signal came from, in what language it broke first, and how confident we are — because attribution isn't optional, it's the product."

Profound Love of Nature — British Fractal Art Ecosystem
The Architect + AI Engines New AI Venture
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Independent Fractal Artist — Fine Art & Digital Collectibles

Profound Love of Nature

British Fractal Art Ecosystem

The Problem

The artist needed a premium platform to showcase, classify, and sell high-resolution fractal artworks inspired by British nature — with the ability to manage everything from a phone while out in the field. Existing gallery solutions lacked a unique identity system, intelligent upscaling, and a mobile-first admin workflow for an artist who creates on the go.

What We Built

A full-stack e-commerce gallery platform featuring a proprietary 3-word naming system (125,000 unique combinations drawn from British landscapes), Stripe-integrated checkout for digital downloads and premium physical prints (Giclée, C-Type, Metal), a mobile-optimised admin dashboard with direct camera-to-upload capability, nature category classification (fire, flowers, lichen, moss, mushrooms, water, cacti, trees, crystals, clouds), series grouping, and AI-powered 4K auto-upscaling on upload with aspect-ratio-preserving 8K on-demand upscaling at purchase.

The Impact

Delivered a production-ready, SEO-optimised platform on a custom domain with structured data (JSON-LD), PWA support for home-screen installation, and a fully mobile-responsive admin panel — enabling the artist to photograph, upload, classify, price, and publish fractal artworks entirely from a smartphone.

Artist-led iteration — features refined through hands-on testing in the field

Technical Framework

3-Word Naming System

125,000 unique combinations drawn from British landscapes

AI Upscaling

4K auto-upscale on upload, aspect-ratio-preserving 8K on purchase

Stripe Commerce

Digital downloads & premium prints (Giclée, C-Type, Metal)

Mobile-First Admin

Camera-to-upload workflow for creating in the field

Nature Taxonomy

10 categories — fire, flowers, lichen, moss, mushrooms & more

PWA Gallery

Home-screen install, JSON-LD structured data, SEO-optimised

"Every fractal has a name drawn from the land, the elements, and the essence of the British landscape — 125,000 unique 3-word combinations, each one a love letter to nature."

Sentient Machine — Humanoid Robotics & AGI Intelligence Platform
The Architect + AI Engines New AI Venture
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Robotics & Artificial Intelligence — Researchers, Investors & Manufacturers

Sentient Machine

Humanoid Robotics & AGI Intelligence Platform

The Problem

The humanoid robotics industry is exploding (20+ active programmes, $41.7B projected market by 2032), yet no single destination existed to compare robots side-by-side, track AGI timelines from leading labs, or connect manufacturers with qualified buyers. Information was scattered across press releases, academic papers, and hype-driven blogs with no structured, regularly updated source of truth.

What We Built

A full-stack research platform covering 20 humanoid robots across 16 companies with an interactive comparison tool (filter, sort, PDF export), individual robot profiles with manufacturer lead-generation CTAs, AGI research tracking with expert timeline visualisations, AI safety & ethics coverage, a rolling news section updated with primary-source intelligence, a curated learning resources hub with affiliate click tracking and FTC-compliant disclosures, and a complete advertising inquiry pipeline backed by a PostgreSQL database — all wrapped in a mobile-optimised PWA with structured data for search engines.

The Impact

Launched a production-grade platform indexing every major humanoid robot programme globally, with a built-in commercial pipeline (advertising inquiries, manufacturer contact forms, newsletter capture, affiliate tracking) — delivering a monetisation-ready asset from day one rather than a static informational site.

Research-intensive iteration — 10,000+ words of primary-source content refined through multiple review cycles

Technical Framework

Robot Comparison Engine

20 humanoid robots across 16 companies with filter, sort & PDF export

AGI Timeline Tracker

Expert forecasts and lab-by-lab timeline visualisations

Lead-Gen CTAs

Manufacturer contact forms and advertising inquiry pipeline

Affiliate Analytics

Click tracking by product, source & referrer with FTC-compliant disclosures

10,000+ Words Intelligence

Primary-source research across 18+ robot programmes & AGI forecasts

PWA & Structured Data

Mobile-optimised with JSON-LD for search engine indexing

"From zero to a deployed, SEO-optimised intelligence platform covering 20 robots, 16 companies, and real-time AGI timeline tracking — with a full advertising and affiliate revenue engine baked in."

Buy My Tools — Specialist Hand Tools Marketplace
The Architect + AI Engines New AI Venture
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Niche E-Commerce — Manual Woodworking & Machinist Hand Tools (UK)

Buy My Tools

Specialist Hand Tools Marketplace

The Problem

Sellers of quality hand tools — vintage planes, chisels, saws, precision machinist instruments — had no dedicated place to sell them. General platforms like eBay lump them in with power tools and cheap imports, offer no condition grading, and charge unpredictable fees. Buyers couldn’t trust what they were getting, and rare tools were undervalued or lost in the noise.

What We Built

A full-stack marketplace with two selling tiers: a Main Marketplace for premium items (£40+) with professional photo requirements and condition grading (A–D), and a “Tool Box” for bundling everyday items under £40. The platform includes secure Stripe checkout, automated email notifications to buyers/sellers/admin, an admin review queue for quality control, a staging basket workflow for sellers, UK postcode-based distance estimation with local collection options, Royal Mail shipping calculators, and seller privacy protection (full contact details only revealed after payment). Authentication supports both email/password and Google SSO.

The Impact

Launched to beta in under a week — live at a custom domain with full buy/sell functionality, automated admin workflow, and email notifications operational. The platform enforces a strict “manual tools only” policy, creating the UK’s first dedicated marketplace for this underserved collector and craftsperson community.

Launched to beta in under a week — rapid iteration with seller and buyer feedback loops

Technical Framework

Dual-Tier Marketplace

Premium listings (£40+) with condition grading & a Tool Box for bundles under £40

Stripe Checkout

Secure payments with seller privacy protection until purchase

UK Postcode Distance

Haversine-formula estimation with local collection & Royal Mail calculators

Admin Review Queue

Quality control with staging basket workflow for sellers

Google SSO + Email Auth

NextAuth.js with dual authentication options

S3 Photo Uploads

Presigned uploads with professional photo requirements enforced

"No power tools. No eBay chaos. Just quality hand tools, honestly graded and fairly priced — the way it should be."

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