What I offer
Data and AI Strategy
Helping organisations develop data and AI strategies that focus on clear business outcomes. I guide teams to build lean and practical processes. Avoiding complexity and focusing on minimal yet useful data products.
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AI and Automation integration
I Architect AI-Powered solutions focused around automation. Streamlining processes reducing manual work, whilst maintaining repeatability. Making organisations data work harder and faster.
Technology experimentation advice
Advice and assistance with structuring small scale measurable technology experiments. Avoiding all of the frustration of failed projects and building excitement in the business for technological development. I bridge gaps between teams, focusing on turning isolated efforts into coordinated action.
Future technology audit
Provide a review of an organisations technology landscape. With an eye to optimise for experimentation and scaling - keeping an eye on future tools. Ensuring data and tech solutions are portable to reduce technical debt and support agile growth.
Experiences
AI Data supplementation
From one multi-billion dollar construction project, we had a large dataset of all of our purchasing transactions. I used an LLM to clean and recategorise the data, this gave us clarity on the local nuances and set us to reuse those insights avoiding guesswork on projects elsewhere globally.
Data and technology strategy development
Led the data strategy for a major programme of construction projects, focusing on using small scale team led experiments to shift habits, prove value, and align teams. This enabled an iterative approach to turning our data into a shared co-created asset.
Automated payment validation
Led the creation of an automated payment validation process using API integrations. Reduced manually processing by 90% and the improvement in data quality enabled first pass approvals to rocket from 25% to 92%. Speeding up processing and sharpening accuracy.
Cloud infrastructure development
Built a data science and analysis cloud infrastructure from the ground up—designing scalable, secure, and flexible systems that support current needs and adapt for future growth, turning a blank slate into a reliable digital backbone.
Personalised water efficiency measures
As a research student, I developed a smart sensor and analytical methodology that would enable tailored water efficiency interventions in domestic settings, helping save resources and reducing costs without compromising comfort.
End to end dashboard development
Led the development of an issue management dashboard with custom visualisations to track construction and design progress— This included a communication metric that informed the team what parts of the design team were not utilising the platform. I worked directly with the developer to build new APIs
Bringing back houses to life
I have a hopeless love of old homes. I can't help myself but continually renovate them. There's something about taking on the work yourself that empowers you with new skills and allows you to explore the homes history. Yes, that's me repointing a 200 year old wall in Lime up 10m of scaffolding...
