Software architecture
System boundaries, APIs, data flows, options, trade-offs and architecture decision records.
Capabilities
Choose a focused review, a defined piece of delivery or ongoing support. Services can stand alone or connect into an end-to-end product engagement.
Service catalogue
Each service is adapted to the context, but outputs and acceptance criteria stay explicit.
System boundaries, APIs, data flows, options, trade-offs and architecture decision records.
Responsive Next.js interfaces, Python services, integration and maintainable product foundations.
Schemas, ingestion, scheduled workflows, migrations, model artefacts and operational data quality.
Mechanistic, statistical and predictive methods with validation, uncertainty and decision context.
Deployment design, health checks, monitoring, rollback, security and production assessment.
Decision packs, design reviews, stakeholder workshops, technical documents and modern presentations.
Tailored technical courses, guided labs, exercises and reference implementations for teams.
A clear second opinion on architecture, model quality, technical risk and delivery readiness.
Concrete outputs
Recommendations are tied to evidence and translated into decisions, working software or a prioritised route forward.
Simple commercial shape
A short conversation identifies the outcome, constraints, stakeholders and current evidence.
A written scope sets outputs, activities, assumptions, timing and responsibilities.
Regular checkpoints keep decisions visible; the close-out records what changed and what comes next.
Not sure which service fits?