I build things
most people
don't ship.
Founder · ML Engineer · Systems Builder
Third-year CS student at Dundee. Founder, ML engineer, and infrastructure obsessive by practice - I've has been building real products for real people since age fifteen, and haven't stopped since.
I started Yarn Development at fifteen (a freelance digital product agency) because I wanted to build real things for real people, not wait until I had a degree to do it.
Today I'm running Sendix AI Ltd., a GovTech SaaS targeting a broken statutory system. I also recently served as ML Technical Lead on an NCR Atleos industry project building real-time ATM failure correlation — Kafka, Isolation Forest, live in production.
I move across the stack: product strategy, systems architecture, ML engineering, and infrastructure. I self-host everything I build.
Third-year BSc Computer Science at University of Dundee. Specialising in Data Science and AI. Vice President of Dundee University Computing Society (DUCS). First-class average.
current stack
flagship · govtech
Sendix — SEND Compliance Engine
GovTech B2B SaaS automating EHCP (Education, Health and Care Plan) compliance workflows across UK local authorities and schools. Built on Azure OpenAI and the Wonde API.
02 · industry project
Real-time anomaly detection across 7 ATM log sources. Isolation Forest ML model with Laplace smoothing feedback loop. Deployed on Railway.
03 · distributed systems
High-availability job orchestration engine engineered in Java. Implements strict OOP patterns and custom thread-pool management for fault-tolerant execution.
04 · edtech
EdTech app with Exam Builder, RAG feedback sheets, teacher/student dashboards. Synthetic question seeding for copyright-free content.
05 · full-stack web app
A full-stack, enterprise-grade web app built with Next.js, BullMQ, and Docker workers that converts audio, video, documents, and images with real-time progress tracking, encrypted zero-knowledge storage, and Stripe-powered payments.
06 · infrastructure
Oracle VPS, TrueNAS, Tailscale tailnet, Docker media stack, Gitea. Nginx Proxy Manager subdomain routing.
2025 — present
Founder & CEO — Sendix AI Ltd.
GovTech · Edinburgh / Remote
Building compliance infrastructure for the UK SEND statutory system. Azure OpenAI and Wonde API for document parsing and EHCP generation. Three venture awards; 30+ school commercial waitlist. Incorporating; Scottish EDGE grant application submitted.
spring 2026 · ML Technical Lead
Industry Project — NCR Atleos
University of Dundee · Team 5
Led the ML track for a university industry project sponsored by NCR Atleos. Built real-time ATM failure correlation across 7 log sources using Apache Kafka, with an Isolation Forest anomaly detection model and Laplace smoothing feedback loop. Deployed on Railway.
summer 2024
Analyst Intern — Zamara Uganda
Pension fund management · Kampala
Data analysis and internal tooling for one of East Africa's largest pension fund managers. Worked on actuarial data pipelines and client-facing reporting infrastructure, gaining exposure to large-scale financial data systems.
jun–sep 2022
Beta Programme Lead — Documatic
AI developer tooling · Remote
Led beta testing for an AI-powered developer tooling startup. Gathered and synthesised user insights on NLP-driven Codesearch features. Collaborated with engineering teams to iterate on usability and surface high-signal feedback from early adopters.
2021 — present
Founder & CEO — Yarn Development
Digital product agency · Remote
Freelance digital product agency founded at age fifteen. Client-facing Next.js and React work across SaaS, EdTech, and marketing verticals. Automated deployment pipelines with Vercel and CI/CD; ongoing client relationships across the UK.