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Principal Software & Platform Engineer

I make complex
platforms work
for the business.

I’m Paul Sellars. I build software and data platforms, set technical direction across teams and stay involved through implementation and handover.

Open to Staff and Principal engineering roles in distributed systems, data platforms and developer infrastructure. Open to US relocation.

16 years building software UK-based · Open to US relocation

01 / Selected work

The work. The difference.

Lower running costs. Daily releases. A permanent team ready to take over. Here’s how I got there.

Current work

Software engineering
across teams.

Platforms, data and delivery

Through PS Digital, I combine hands-on software engineering with technical leadership. My work includes integration design, reusable delivery tooling and data quality.

I turn ambiguous requirements into interfaces, delivery dependencies and acceptance criteria, and help teams take ongoing ownership.

Client work described at capability level

Alongside this / 2026

Hear Glue Ear

Leading a platform rebuild with the clinical founder: offline access across iOS and Android, independent editorial publishing and preparation for operational handover.

The aim is to make children’s hearing support easier to reach and help them participate in education.

02 / Where I help

From the decision
to the delivery.

I work across architecture and implementation. The question is what the business needs to do—and what’s getting in the way.

PLATFORM

Get the foundations right

Cloud architecture, migrations and running costs. Find the constraints, make the trade-offs explicit and build a platform the team can operate.

AWS & Azure · Distributed systems · Infrastructure as code

DELIVERY

Make change easier to ship

Deployment platforms, developer tooling and production reliability. Give teams a dependable route from a change to a running service.

CI/CD · Kubernetes · Observability · Secure delivery

APPLIED AI

Prove the use case

Connect data, evaluate models and build the surrounding product. Start with an operational problem and evidence that the approach can solve it.

Data platforms · Model evaluation · Product integration

Applied AI

From a model to a dependable system

I work across data preparation, model evaluation and product integration. My approach starts with the operational decision and the evidence needed to support it.

Data qualityMake the inputs trustworthy
Preserve provenance and distinguish missing, stale and invalid data before it reaches a model or a user.
EvaluationEstablish what works
Compare results with a baseline, examine failure cases and keep experimental findings separate from production claims.
IntegrationBuild the surrounding software
Connect models to APIs, data pipelines and the workflows where people use their outputs.
OperationsPlan for ongoing ownership
Define monitoring, acceptance criteria and handover so the engineering team can operate and improve the system.

03 / How I work

Hands on.
Accountable.
In it with the team.

I stay close to the code and the people who will own it.

That means setting technical direction and building the difficult parts myself. It also means hiring, coaching and making sure the next team has the knowledge and confidence to keep moving.

I founded PS Digital in 2016, after building software and delivery systems in travel and digital media. My first-class BSc in Artificial Intelligence is from Manchester Metropolitan University, awarded in 2010.

Career background on LinkedIn

Next conversation

What needs
to change?

A platform, a team, or the way you deliver.
Let’s start there.

I’m interested in Staff and Principal software and platform engineering roles, including US relocation opportunities. I also take on focused engineering engagements through PS Digital.

Email Paul ping@psdigital.dev