Work & impact

Ten systems, and what each one cost.

Healthcare AI, enterprise ERP, camera-driven infrastructure, multi-tenant SaaS. Each one is written up the same way: the situation, the calls I made, the trade-offs I accepted, and the outcome. Several include the load-bearing decision as code.

Built at

AI Orthopaedics Tool

Pre-operative planning time dropped, and the tool is now used on every case on the ward where it was deployed.

An AI assistant that shortens joint-replacement planning from hours to minutes. The model suggests; the surgeon makes every call.

5k+

Clinical Cases

100%

Ward Adoption

ElectronPyTorchWeasyPrintReportLab

Enterprise Software

Guru Enterprise System

Departments share a single source of truth, and the external tax audit became a routine close.

An ERP that ties HR, finance, and inventory across 9 departments and 200+ daily users into a single ledger. Passed its first external audit at 100%.

Departments

100%

Audit Passed

FastAPIDockerCI/CD

Commerce

ReMart Multi-vendor Store

Page loads dropped sharply at p95 and peak traffic stopped degrading shop pages.

A multi-vendor marketplace with live inventory that stays consistent under concurrent checkout. 10,000+ buyers a month, page loads 60% faster after the rebuild.

10k+

Monthly Shoppers

60%

Faster Loads

Platforms

Enterprise Content Platform

Editors publish on their own, page loads dropped under 50ms, and engineering is out of the publishing loop.

A custom CMS for a university with 2M+ daily reads. Publishing dropped from two days to fifteen minutes, and editors no longer need an engineer to push a post.

15 min

To Publish

<50ms

Load Time

Infrastructure

Smart Parking System

100,000+ vehicle transactions since launch, zero double-bookings recorded.

A camera-driven parking system handling 100,000+ vehicles across a 6-story garage with a 75-camera installation. Zero double-bookings since launch, after a database unique constraint replaced application-layer concurrency checks.

Booking Errors

100k+

Cars Tracked