◆Co-Founder & CEO · Anchorbase.xyz◆Full Stack Web Developer◆Currently Building in AEC Tech◆Attended AIM Startup Accelerator · London◆40+ Book Reviews◆Marathon Runner, Road Cyclist, Open Water Swimmer & Gym-Goer◆Writing Essays on Engineering, History & Strategy◆Building SKILLS.md, AI Agents, AI Context Engineering, & RAG Pipelines◆React · Next.js · TypeScript · Supabase · Python◆LangChain · LlamaIndex · Pinecone Vector DBs · Gemini/Claude/Grok LLMs◆Built an Agentic RAG Pipeline · 80% Fewer AI Errors◆Design Manager · HS2 £2B Megaproject◆100s of Engineers Managed◆3 Highway Bridges Designed from 0 to 1◆Built 11 Floors of a High-Rise on a Construction Site◆3 Weeks to 3 Hours · Automated Culvert Design Tool◆Built a Vertical Farm for My House · Everfarm◆Attempted to Fix the Single-Use Plastic Problem · Everbox◆Bachelor of Engineering (BEng) Civil Engineering◆Best Actor · Wrote & Starred in a School Play◆Never Take Advice Without Skin in the Game◆Entrepreneurs Are Heroes · They Fail for the Rest of Us◆Things Without Skin in the Game Tend to Grow Complex◆If Your Private Life Contradicts Your Opinion, Your Opinion Cancels◆What Important Truth Do Very Few People Agree With You On?◆Customers Won't Come Just Because You Build It◆You're Either on the Bus or off the Bus◆Be Ethical Even When No One Is Looking◆Avoid Status Signalling◆Free Capital Markets Are the Only True Way to Uplift a Society◆Complacency in Times of Peace Is a Prince Killer◆Stand on the Shoulders of Giants◆Beware of Complacency · The Cheese Can Move Overnight◆Co-Founder & CEO · Anchorbase.xyz◆Full Stack Web Developer◆Currently Building in AEC Tech◆Attended AIM Startup Accelerator · London◆40+ Book Reviews◆Marathon Runner, Road Cyclist, Open Water Swimmer & Gym-Goer◆Writing Essays on Engineering, History & Strategy◆Building SKILLS.md, AI Agents, AI Context Engineering, & RAG Pipelines◆React · Next.js · TypeScript · Supabase · Python◆LangChain · LlamaIndex · Pinecone Vector DBs · Gemini/Claude/Grok LLMs◆Built an Agentic RAG Pipeline · 80% Fewer AI Errors◆Design Manager · HS2 £2B Megaproject◆100s of Engineers Managed◆3 Highway Bridges Designed from 0 to 1◆Built 11 Floors of a High-Rise on a Construction Site◆3 Weeks to 3 Hours · Automated Culvert Design Tool◆Built a Vertical Farm for My House · Everfarm◆Attempted to Fix the Single-Use Plastic Problem · Everbox◆Bachelor of Engineering (BEng) Civil Engineering◆Best Actor · Wrote & Starred in a School Play◆Never Take Advice Without Skin in the Game◆Entrepreneurs Are Heroes · They Fail for the Rest of Us◆Things Without Skin in the Game Tend to Grow Complex◆If Your Private Life Contradicts Your Opinion, Your Opinion Cancels◆What Important Truth Do Very Few People Agree With You On?◆Customers Won't Come Just Because You Build It◆You're Either on the Bus or off the Bus◆Be Ethical Even When No One Is Looking◆Avoid Status Signalling◆Free Capital Markets Are the Only True Way to Uplift a Society◆Complacency in Times of Peace Is a Prince Killer◆Stand on the Shoulders of Giants◆Beware of Complacency · The Cheese Can Move Overnight

Project Machine

2025 – 2025

Web DevNext.jsTypeScriptSupabaseOpenAIStartupProject Management

Placeholder text — full write-up coming soon.

Project Machine was a project management web app aimed at recording how long tasks take and storing those durations as lessons learned for future projects. The core idea was to close the feedback loop that most project teams never bother with: knowing, from real historical data, how long things actually take rather than relying on gut-feel estimates.

The app was built with Next.js and TypeScript on the frontend, Supabase as the backend database and auth layer, and OpenAI to surface intelligent suggestions when planning new projects based on lessons stored from previous ones. Users could create projects, break them into tasks, log time against each task, and then have the AI summarise patterns and flag recurring bottlenecks across their project history.

More detail on the build process, product decisions, and lessons learned will be added here once the write-up is complete.