Software engineering, architecture, and AI integration services
Each engagement is scoped against a constraint — not against a catalogue. The pages below are the shapes of work I actually take. If your problem sits between two of them, start with consulting or an audit; we will name the path from there.
How I engage
Technical and AI discovery with a fixed scope. Focused implementation of one critical path. End-to-end delivery from diagnosis to production. Staged modernization of a live system. Ongoing technical advisory when a team needs leverage rather than a hire.
Services
Software engineering consulting
Senior engineering judgement for companies that need a principal-level partner, not a staffed agency team.
Custom software development
Product engineering for teams that need a senior builder, not a multi-layer outsourcing chain.
Software architecture
System design for live products: what should exist, where the boundaries sit, and how the system fails.
AI integration
Put a model inside an existing workflow, with contracts and a way out — not beside the product as a chatbot.
AI automation
Remove the manual bottleneck in a live operation: rules first, models only where the input is messy.
AI agents
Tool-using agents for bounded workflows, with permissions and evals — not an autonomous employee.
Legacy modernization
Move a live platform onto a current stack in stages, with data integrity, instead of a big-bang rewrite.
Technical audit
An independent reading of the system you have — aimed at a decision, not a severity-coloured spreadsheet.
Fractional technical leadership
Ongoing senior architecture and delivery input for teams that need leverage, not another full-time hire.