More than 20 years turning new technology into everyday work. These days that means AI: I plan it, build it and get it running, for teams and for businesses.

Two ways to work with me: bring me into your team, or bring my company in to build.
From economics and maths in Darjeeling to running AI delivery in the UK.
From my years at MindMap, Admiral and Dell, as measured on those projects.
A Bayesian market mix model that set marketing budgets across channels and regions.
MindMapMachine learning segmentation and targeting, which also lifted marketing conversion by 20%.
MindMapHired and led data scientists and engineers, and owned delivery across client work.
MindMapAn OCR engine that took manual document processing off a bank's desks.
MindMapA customer support chatbot, a RAG pipeline for metadata, and a video summarisation tool.
MindMapA customer profile model on Google Cloud, watched for drift and anomalies in Looker.
Admiral GroupA/B testing and predictive models that changed what customers saw.
DellCertified university lecturers as data science trainers for a national skills programme.
NASSCOMSince 2023, from Brighton. Each one is labelled with where it really stands.
Designed and built in-house with Claude Code. Try the demos, hear Aria take a call and watch the videos there.
Visit aitransformers.org
Answers our phone line and books calls into the calendar while the caller is still on the line.
My videos are edited with Claude, and my AI clone helps make them. The same engine works for clients.
Multi-tenant bookkeeping software for shops, in daily use in India.
Built for an organisation in India, which paid for the first version.
A voice agent that becomes a receptionist for the caller's industry. INU has 12 agents built, from invoice chasing to stock and lead gen.
Bookkeeping over WhatsApp. Snap a receipt and it lands in the books.
PRINCE2 Practitioner, ITIL Practitioner, Agile, Scrum, Kanban, CI/CD, Jira, GitHub, Notion
Claude and Claude Code, LangChain, Semantic Kernel, OpenAI API, LLaMA2, RAG, FAISS, Whisper, Mixtral, Hugging Face, voice agents (ElevenLabs, Twilio)
XGBoost, Random Forest, LSTM, TensorFlow, Keras, scikit-learn, Bayesian modelling (PyMC), A/B testing
Google Cloud (BigQuery, Vertex AI, Looker), AWS (SageMaker), Azure ML, Databricks, Snowflake, Supabase
Python (Pandas, NumPy, SciPy), SQL, R, Java
Looker, Tableau, Power BI, Matplotlib, Seaborn
Whether you're hiring or you need something built, a short call is the quickest way to see if I can help.
I'm open to roles leading AI delivery, programmes and product.
Websites, AI receptionists, agents and content engines, built and looked after.
Scan the code or tap the button, and pick a time that suits you.