Services

What you can ask for

• Building something new

  Requirements through to production release — front end, back end, runtime platform, CI/CD and security design, all of it.

• Rearchitecting an existing system, and cutting what it costs

  Revisiting architecture built around always-on servers. Usually that means moving toward serverless, without forcing anything that genuinely has to stay running. How much there is to save depends on the system, so the first thing delivered is a measurement and an estimate.

• Getting machine learning into production

  The strength is less in training a model than in landing one somewhere it actually runs: ONNX conversion, INT8 quantisation, feature design, and measured inference performance.

• Technical validation and proofs of concept

  Producing what you need in order to decide. Measured numbers from a real workload rather than a datasheet, shaped so the adoption question and the running-cost question can both be answered.

• Making a codebase an agent can work in

  Getting a codebase into a state where an agent can read it and be useful: conventions and documentation designed for that, and AI review wired into CI. The point is that your team can keep working the same way after handover.

• Joining your team

  Either holding one area as a member or leading the whole application as tech lead. Implementing tickets is not where it stops — design improvements get proposed actively, and when one is accepted the implementation comes with it.

Layers covered

Web front end

React + Vite / Next.js / TypeScript

Native applications

C++ / JUCE, real-time signal processing

Back end

Python, Node.js, Go, Java

Runtime platform

Serverless by preference, without forcing what has to stay running. AWS and GCP, provisioned as code, including platforms for large-scale distributed processing

Machine learning

Inference optimisation and quantisation, feature design, model development

AI features

RAG and knowledge bases, agents and tool calling, realtime voice

Languages

Python, TypeScript, Go, Java, C++, Dart