Case studies

Engagements where the numbers moved.

Frontend performance, full-stack commerce, and AI engineering work our team has delivered for funded startups and enterprise platforms.

AI engineering

sub-200ms

500k+ docs indexed, 35% lower cloud cost

Rivian: RAG Knowledge Engine

An internal search system indexing 500k+ technical documents using hybrid dense + sparse retrieval, deployed on Kubernetes with sub-200ms latency.

Full-stack real-time app

Full funnel

Upload, customise, checkout, owned end to end

Custom Print Platform

A canvas-based design tool where users upload artwork, customise placement live, and order print products, built on Konva.js with WebSockets throughout.

Full-stack commerce platform

4.1s → 1.8s

LCP across 2M+ monthly pages, conversion 2% → 4%

Marks & Spencer: Performance & Conversion

Rebuilt the rendering strategy and governed it with a 50–60 component design system across 2M+ monthly product pages.

More projects

Commerce, cloud platforms, and design systems.

Cloud platform & SRE

99.9%

Uptime, MTTR down 30%

Enterprise banking platform

Cloud infrastructure and SRE for a regulated banking platform: 50+ production workloads on Kubernetes and OpenShift, automated GitLab delivery, and full observability across the estate.

Full-stack commerce

2% → 4%

Checkout conversion, 40k+ users

Checkout Conversion Flow

Fixed fragmented checkout state and instrumented the full funnel with Mixpanel, then iterated on real drop-off data behind feature flags.

Full-stack app

Excel-like

Frozen rows and columns

Siemens Teamcenter: Data grid

A spreadsheet-grade PLM data grid with frozen panes and rich inline editing, rendered with D3.js over an Apollo GraphQL backend.

Design system

2 brands

One themeable system

Cigora & Pipes and Cigars

A themeable design system on design tokens and atomic design, powering two distinct e-commerce brands from one source of truth.