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MHS

MHS Tech Solutions LimitedSoftware engineering consultancyLondon

Senior engineering and technical consultancy for products that run at scale.

We design, build and run production systems and AI platforms — from technical discovery and architecture through delivery and operation. Led by Mohamed Sheikh, with 12 years of engineering at Klarna, Cazoo, the BBC and beyond.

Mohamed Sheikh, Founder

Mohamed SheikhFounder

12+ yrs

Open to new engagements

Outside IR35
Engagements contracted through MHS Tech Solutions Limited.
Remote
Remote-first. On-site days in London or by arrangement.
UK-based
London. UK working hours, overlap with EU and US East.

Engineering delivered for

  • Klarna
  • Cazoo
  • BBC
  • So-Sure
  • BlokBot
  • CGI

Services

Six things we are brought in to do.

Consultancy that ships. Every service below is something MHS has delivered in production for a named client — the proof line under each one says where.
  1. 01

    Architecture & technical discovery

    Turn an ambiguous, high-stakes problem into a design a team can build with confidence: discovery, options and trade-offs, ADRs and RFCs, risk and sequencing.

    Delivered · Klarna’s next-generation disputes platform, designed end-to-end across mobile, web and backend.

  2. 02

    Build & delivery

    Hands-on senior engineering — embedded in your team or leading a workstream — from the first commit through production rollout and the weeks after.

    Delivered · Cazoo’s consumer finance launch; a 24-hour online channel and BritBox USA playout at the BBC.

  3. 03

    AI systems in production

    LLM features that make or support real decisions: retrieval, tool use, structured outputs, guardrails and the continuous evaluation needed to trust them.

    Delivered · Disputes Copilot, an AI arbitration system across hundreds of thousands of cases, with evals in LangSmith.

  4. 04

    Platform, reliability & migrations

    CI/CD, observability, cloud infrastructure and legacy migrations. Make production boring so the team can ship many times a day.

    Delivered · 15 live services migrated off legacy Jenkins at Klarna; DigitalOcean to AWS at BlokBot; observability at Cazoo.

  5. 05

    Payments & fintech systems

    Event-driven payment, lending and dispute systems that stay correct under load, integrated with the banks and providers you already use.

    Delivered · A ground-up Direct Debit rebuild at So-Sure; lender integrations with Santander, Black Horse and Evolution at Cazoo.

  6. 06

    Engineering practice & coaching

    Testing strategy, shift-left practice, pairing and XP — introduced alongside the delivery work so the team is stronger when the engagement ends.

    Delivered · Coached engineering teams at So-Sure (at the CTO’s request), Cazoo and the BBC.

Track record

Scale, stated plainly.

Every figure here comes straight from work MHS has delivered. No projections, no vanity metrics.
customers served each monthKlarna’s next-generation disputes experience, built end-to-end across mobile, web and backend.
Tens of millions
cases under AI arbitrationDisputes Copilot produces evidence-backed recommendations for human decision-makers.
Hundreds of thousands
of records in production systemsPlatform work across disputes data infrastructure, indexing and event-driven services.
Billions
live services migratedMoved off legacy Jenkins pipelines at Klarna without downtime to the disputes platform.
15
broadcast & streaming at the BBCA 24-hour online channel for BBC World 2020 and the backend playout for BritBox USA.
2 launches
generated by an e-commerce platformBuilt from scratch in a team of three over three years.
£2.4m

Selected experience

Payments, streaming, lending, disputes — the systems people actually depend on.

Fintech and media are where most of the last eight years have gone: Klarna’s disputes platform, Cazoo’s consumer finance launch, BBC and BritBox streaming systems, and a ground-up payments rebuild for So-Sure.

Full experience

Jun 2023 — Present

Klarna

Disputes platform & production AI systems

Architected and built Klarna’s next-generation disputes experience end-to-end — an evidence-first, AI-assisted system spanning mobile, web and backend services — then led a series of production AI systems on top of it.

Tens of millions of customers / month

  • TypeScript
  • Python
  • Node.js
  • React
  • React Native

Feb 2023 — Jun 2023

So-Sure

Payments platform rebuild

Brought in to overhaul an unreliable Direct Debit payment service. Reported directly to the CTO and CFO; re-architected the system as event-driven, domain-driven and serverless on AWS.

  • TypeScript
  • Node.js
  • Serverless
  • AWS
  • PostgreSQL

Nov 2021 — Feb 2023

Cazoo

Consumer finance launch & platform engineering

Part of the core engineering team that designed, built and launched Cazoo’s consumer finance service on TypeScript, Node, Serverless and AWS.

  • TypeScript
  • Node.js
  • React
  • Next.js
  • Serverless

Jan 2019 — Apr 2021

BBC

Broadcast & streaming systems

Built broadcast and streaming systems on AWS: a 24-hour online channel for BBC World 2020, the backend playout for BritBox USA, and modernised distributed publishing tooling.

  • React
  • Node.js
  • Python
  • Java
  • Apache Kafka

How we work together

Three ways to engage MHS.

All engagements are contracted through MHS Tech Solutions Limited on outside-IR35 terms. Remote-first, UK-based, with on-site days by arrangement.

01

Embedded engineering

A senior engineer inside your team on a day-rate contract, owning delivery of a product area or platform.

Best for: Teams that need senior capacity and judgement now, without a long hiring cycle.

02

Project delivery

A defined problem, scoped together, delivered to production with documentation and hand-over.

Best for: A payments rebuild, a migration, an AI feature that has to work for real users.

03

Advisory & architecture

Part-time or fixed-term: technical discovery, architecture reviews, AI strategy, engineering-practice audits.

Best for: Founders and CTOs who need an experienced second opinion before committing a team.

  • Outside IR35
  • Remote
  • UK-based

The person behind MHS

One company. One accountable engineer.

Mohamed Sheikh, Founder
Experience
12+ years
Based
London, UK
Education
BSc Information Systems, First Class
Most recent
Klarna — disputes platform & production AI

Mohamed Sheikh Founder

MHS is led by Mohamed Sheikh, with 12+ years of designing, building and running production technology. He started in e-commerce, spent time on safety-critical satellite software for the European Space Agency at CGI, built streaming and broadcast systems at the BBC, and has since specialised in fintech: Cazoo’s consumer finance launch, a payments rebuild at So-Sure, and Klarna’s disputes platform, where he architected and shipped AI systems used across hundreds of thousands of cases.

He takes the ambiguous version of a problem — discovery, trade-offs, architecture — and stays through delivery and production. Decisions are made legible with ADRs, RFCs and post-mortems; systems are proven with evals and observability rather than opinion.

MHS Tech Solutions is deliberately small: the engineer you speak to is the engineer who designs and builds the work. No account managers, no hand-off to a junior team, no slide deck in place of a system.

Payments & fintechConsumer finance & insuranceMedia & streamingSafety-critical aerospaceE-commerce

Expertise

Deep on distributed systems. Current on production AI.

A working stack, not a wall of badges. These are the areas MHS is comfortable being held accountable for from day one.

Distributed systems & backend

Event-driven, domain-driven services on AWS that stay reliable under real traffic. The bulk of the work for the last eight years.

  • Event-driven architecture (EventBridge, SNS/SQS, Kafka)
  • Serverless & container workloads on AWS
  • DynamoDB, PostgreSQL, OpenSearch / Elasticsearch
  • Domain-driven design, hexagonal architecture
  • Payments, disputes, chargebacks and lending integrations

AI systems in production

Not demos. LLM systems that make or support real decisions, with the evaluation and guardrails needed to trust them.

  • Agentic workflows, tool calling, structured outputs
  • Retrieval-augmented generation and vector search
  • Automated decisioning and classification
  • Continuous evaluation with LangSmith
  • OpenAI and Claude model families

Platform, delivery & reliability

The infrastructure and practice that lets a team ship many times a day without breaking production.

  • Terraform, GitHub Actions, CircleCI, Jenkins migrations
  • Observability: Datadog, Honeycomb, Sentry, OpsGenie
  • Testing strategy across the pyramid, TDD, mutation testing
  • ADRs, RFCs, post-mortems and discovery
  • Coaching teams on XP and shift-left practice

Full-stack product work

Owning a feature from the mobile screen to the data layer when that is what the problem needs.

  • TypeScript, Node.js, Python, Java
  • React, React Native, Next.js
  • Internal tools, admin dashboards, editorial portals
  • Working directly with CTOs, CFOs and product leads

Core stack

  • TypeScript
  • Node.js
  • Python
  • React / React Native
  • AWS
  • Terraform
  • DynamoDB / PostgreSQL
  • OpenSearch
  • Kafka
  • LLMs / RAG
  • LangSmith
  • Datadog

Open to new engagementsOutside IR35RemoteUK-based

Have an engineering problem worth discussing?

A system that needs building properly, an AI feature that has to work in production, or a platform that keeps letting you down — tell us about it. We usually reply within one working day.