A mix of real work and product concepts that represent how I think about AI, automation, and digitalisation.
Teaching software to "read" engineering diagrams.
An AI-assisted platform that interprets engineering diagrams and converts visual information into structured, queryable data.
Turning technical PDFs into structured knowledge.
A system that reads technical documents and automatically extracts parameters, classifications, and compliance information.
Bulk data handling without the chaos.
A web-based platform for importing, cleaning, validating, and exporting large volumes of technical and operational data.
Combining rules and reasoning.
A hybrid validation engine that blends deterministic rules with AI reasoning to detect subtle issues in complex data.
Empowering local shops to compete in a digital-first world.
A hyperlocal grocery marketplace built to help neighbourhood shopkeepers stay relevant in the post-lockdown world — giving customers a way to order from their known local shop while preserving the personal relationships that made those shops trusted in the first place.
Enhancing a 30-year-old engineering product used globally across EPC megaprojects.
As Senior Product Owner, improved loop drawing generation, offline project models, and specification workflows — modernising critical modules for performance, accuracy, and usability across a globally deployed enterprise platform.
These projects show how I think about AI products, engineering workflows, and digital transformation. Let's discuss how this approach could work for your challenges.