Engineering & Data Consultancy

Engineering that works.
Science that explains.

We help organisations build better technology. AI workflows, data engineering, cloud infrastructure and environmental science, designed and operated in production.


What we do

What we do

Six areas of work. All done by the people you talk to.

Agentic AI & LLM Integration

We design and build AI workflows that automate complex, multi-step tasks. This includes agentic coding pipelines (AI-assisted code review, PR analysis and security checks), RAG systems connecting LLMs to private document stores via vector search and multi-stage retrieval, and Vertex AI for content intelligence and automated moderation. We use prompt engineering to build LLM integrations that work reliably in production.

  • Agentic Workflows
  • RAG
  • Vector Search
  • Vertex AI
  • Prompt Engineering
  • LLM Integration

Data Engineering & Analytics

Data pipelines using Python, Cloud Functions and BigQuery. Statistical modelling, predictive analytics and visual insights, from raw ingestion through to something your team can actually use.

  • BigQuery
  • Cloud Functions
  • ML
  • Vertex AI

DevOps & Platform Engineering

Cloud infrastructure on GCP using Kubernetes, GKE and Terraform. We design and operate production platforms built for reliability, repeatability and speed.

  • Kubernetes
  • GKE
  • Terraform
  • GCP
  • CI/CD

Environmental Consulting

Specialist consulting in indoor and outdoor air quality, water and wastewater management, and sustainability. We translate complex science into clear, evidence-based recommendations for regulators, industry and the public.

  • Air Quality
  • Water & Wastewater
  • Public Health
  • Sustainability

Science Communication & Data Visualisation

We turn technical findings into clear, useful communication. From interactive data visualisations to public-facing reports and outreach, we bridge expert knowledge and the people who need to act on it.

  • Data Visualisation
  • Grafana
  • Reporting
  • Public Outreach

Backend & API Development

Production-grade APIs built with Python and FastAPI. Clean, well-documented interfaces that power internal systems and customer-facing products.

  • Python
  • FastAPI
  • Scala
  • REST

Tools & technologies

What we use

Tools we use in production.

AI & LLMs

  • Vertex AI
  • Self-hosted LLM (Ollama)
  • RAG & Vector Search
  • ChromaDB
  • Prompt Engineering
  • Agentic Workflows

Data & ML

  • BigQuery
  • Google NLP API
  • Data Pipelines
  • Predictive Modelling
  • dbt

Cloud & Infrastructure

  • Google Cloud Platform
  • Kubernetes / GKE
  • Terraform
  • Helm
  • Cloud Functions
  • CI/CD Pipelines

Science & Analysis

  • Statistical Analysis
  • Air Quality Monitoring
  • Data Visualisation
  • Grafana
  • Evidence Frameworks
  • Environmental Modelling

Backend & APIs

  • Python
  • FastAPI
  • Scala
  • REST / gRPC
  • Infrastructure as Code

The team

The people

A small, senior consultancy. Every engagement is led by the person with the expertise, not passed down to juniors.

Technical Lead

Founder & Principal Engineer · edev.io · est. 2019

15+ years working across business and engineering. Turns commercial objectives into production systems and makes sure technical trade-offs are understood before decisions are made. Currently leading a distributed, multi-continent GCP platform for Contribly. Recent work includes Vertex AI for automated data processing; an earlier Google NLP API integration reduced content review time from hours to seconds.

  • GCP
  • Kubernetes
  • Terraform
  • Python
  • Vertex AI

Environmental Engineer

Consultant · Environmental & Public Health

Focused on solutions for environmental protection, and on making complex science accessible through writing, visuals and outreach. Works across sectors to help people and organisations act on evidence.

  • Air Quality
  • Water Engineering
  • Data Analysis
  • Sustainability
  • Science Comms

Get in touch

Let's work on something together.

Tell us about your project. We respond quickly and talk plainly.
No sales process, just a conversation.

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