/ Hi, I'm
Atul Ghandhi.
I build software for a living. And for fun.
Software developer at Compare the Market. Four years at AND.Digital before that (a consultancy), and through them: Lloyds, Cancer Research UK, Hargreaves Lansdown and others.
My current focus is spec-driven agentic development with SpecKit: writing clear specs, then using AI agents to deliver against them.

On the books
Available
/ Side projects
Built in the evenings.
07 · In progress
More coming.
Always something half-built in another tab. Ping me if you want a preview.
Pitch me one/ Now
What I'm working on.
Shipping at Compare the Market
Building customer-facing insurance journeys in a microservices architecture, with a focus on spec-driven agentic development using SpecKit.
More side projects in the queue
Six live, and a few more in progress in the evenings.
Deeper on prompt and context engineering
Courses, papers, hands-on agent work.
Learning how LLMs actually work
Working through tensors, matrix operations and gradients, and building small neural networks from scratch in NumPy and PyTorch.
/ Track record
Work I've shipped.
Currently at Compare the Market. Before that, four years at AND.Digital, a consultancy, embedded with clients in finance, charity and hospitality. Earlier still, Java at Cognitran on vehicle diagnostics for Ford.
Current role
Compare the Market
Software Developer · Feb 2026 to present
Developing and maintaining customer-facing insurance journeys in a microservices architecture, from feature delivery through to production observability on Kubernetes. Day to day I focus on spec-driven agentic development using SpecKit, writing precise specs first and then using AI agents to carry them through to production.
Client · 01
Hargreaves Lansdown
Investment platform
Rebuilt high-traffic pages in Next.js and Tailwind. Figma to production components, covered with Playwright, Jest and visual regression.
Client · 02
Lloyds Banking Group
Backend services
Built and optimised Node.js services for an internal cloud migration. Contributed to the org-wide Node upgrade.
Client · 03
Cancer Research UK
Race for Life rebuild
Production components in React and Contentful. Rebuilt the Race for Life pages, lifting donate click-through by ~5%.
Client · 04
ISOS (International SOS)
Frontend lead, replatform
Led frontend on a replatform from no-code to Next.js and Material UI. Built nav templates and routing across micro-frontends.
Client · 05
Luna
Intranet platform
Core features and APIs in React, Node.js and TypeScript. Improved page load times by up to 50%.
Client · 06
Openr
Hospitality APIs
Designed and built new API endpoints for the Openr hospitality platform.
/ How I work
Code by hand, features by agent.
Half my week is writing code manually on high-stakes systems. The other half is orchestrating AI agents to deliver large features and epics. At Compare the Market that means spec-driven development with SpecKit. I've gone deep on prompt and context engineering through courses and a lot of hands-on experimentation.
Manual craft
Hands-on code on production systems, backed by reviews, tests and type checks.
Spec-driven agentic development
I write the spec first, then hand agents full epics with the context they need. SpecKit at work, Claude Code everywhere else.
Always experimenting
Courses, papers, late-night sessions. I want to know where models fail, not just where they work.
/ Toolkit
Things I reach for.
/ Frontend
/ Backend
/ Quality
/ Cloud
/ CMS
/ AI
/ Get in touch
Got something
worth building?
Hire me, work with me, or send me an idea. I'll read whatever you send.