Selected work

Systems we have built and led.

Client names are confidential. The work spans real-time product platforms, AI and data systems, investment technology and advanced physical technology.

Featured · Case 02

An evidence-grounded research workspace for an investment team.

Every extracted field links back to its source, low-confidence values route to analysts, and the rest flows straight into the investment process.

Illustrative interface, representative of a system we built. Client details withheld.

Illustrative research workspace: extracted fund terms, each linked to its source document

Case 01 · Education · VR · AI

An immersive education platform for live VR classrooms

A connected product suite for teachers, students, administrators and content teams, from live class orchestration to AI-graded homework.

Teacher live-class dashboard
Student progress
AI quiz & homework evaluation
VR content management
Admin analytics
AWS architecture

Case 02 · Investment management

An AI-enabled multi-asset investment platform

A research and operating system connecting analytics, due diligence, documents and automated workflows for an investment team.

Multi-asset analytics
AI-assisted diligence
Unstructured ingestion
Structured datasets
Supervised ML
Workflow automation

Case 03 · Advanced materials

Flexible and transparent sensing technologies

Engineering and product leadership where material behaviour, device architecture and manufacturability all had to work at once.

Foldable touch sensors
Transparent sensors
Transparent heaters
Smart contact lens concepts
Cover-glass replacement

Case 04 · Data products

Large-scale unstructured-data transformation

Systems that collect messy documents and user data, extract structure, validate it, and feed products, analytics and automated operations.

High-volume ingestion
Schema design
LLM-assisted extraction
Validation workflows
Analytics-ready outputs

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