Avalou takes on the whole stack: web products, cloud infrastructure, data platforms, and production AI. A senior engineer leads each engagement from architecture through delivery.
Complete web application development from frontend to backend, including API design, database architecture, and deployment.
Robust backend systems and microservices architectures designed for scalability and reliability.
Cloud migration, infrastructure setup, and management for AWS and Google Cloud Platform.
ETL pipelines, data warehousing, and analytics for businesses that run on their data.
Production AI systems that hold up beyond the demo: model integration, agents, and the MLOps foundations to run them.
Recent partner-led work, anonymised. The same senior engineer scoped, architected, and shipped each one.
Enterprise · ML platform
The client's data scientists could experiment but had no reliable route to production: they built environments and deployed models by hand, and could rarely reproduce a result. Avalou led the architecture and built the platform as code, provisioning Databricks and MLflow through Terraform with automated pipelines for data, training, and deployment.
Outcome: the team rebuilds the whole environment from version-controlled code and deploys models through a reviewed, automated pipeline.
UK fintech · SME lending
A UK lender needed senior engineering capacity inside its event-driven Python estate: new features, production diagnosis, and integrations spanning several internal teams. Avalou worked in the core services, building FastAPI features and Kafka event handlers and architecting the contracts between neighbouring teams' services.
Outcome: Avalou shipped features and fixes straight into the production event flows the lending business depends on.
Tell us what you're building and where you need senior help.