4 records
Work, with the measurements attached
Each entry states what the system was, what constrained it, what was built, and what changed. Every figure traces to the record.
2021-02 → 2025-10 · Software Engineer → Lead → Senior
Research Data Platform
Origin AI
Internal cloud systems for a research organisation: secure field data storage, a cloud-native analytics platform, and the batch processing layer behind the AI servers.
Research data processing time
−95.2 %7 days to8h
Origin AI — internal research tooling
2025-10 → present · Senior Software Engineer · Remote
Data Integration
DrFirst
Data pipelines on AWS for a healthcare technology platform — Glue scripts orchestrated by Step Functions — and the QuickSight dashboards they feed.
Pipeline compute time
−75 %2h+ to20–30 min
DrFirst — AWS Glue scripts orchestrated by Step Functions
2023 · Founding ML Engineer · Co-founder
Artifact Recognition Platform
DingAI · Museums
An AI image classification platform identifying museum artifacts, built with two co-founders and external partners.
Operational infrastructure cost
−90 %baseline toresidual
DingAI — serverless AI image classification
2024 · Solo — research through delivery
Property Management Application
Landlord & tenant workflows
A full-stack platform for landlords managing rental property, tenants, and shared utility cost.