Architecture and code review
Review application structure, dependencies and delivery practices. Identify concrete issues and agree priorities before committing to a rewrite or a new technology.
IT consultancy & AI integration
A technical decision should start from your constraints: the people using the software, the team maintaining it, and the time and budget available. I help businesses and development teams assess existing systems, plan changes and turn decisions into working software.
Let's talk about your projectFree first call · Reply within one working day
What we can build or improve
AI integration
Assess a specific workflow before adding AI: the input data, the expected output, access restrictions and how to check quality. Integrate suitable features with existing applications and keep human review where it is needed.
Delivery and team support
Plan incremental implementation, CI/CD pipelines and infrastructure changes. Support the team through code reviews, technical decisions and hands-on development.
Experience across product and engineering
My work includes frontend leadership for Nudge Labs, the Gnowbe dashboard and the evolution of an e-commerce solution into warehouse management software at Live. The portfolio describes the roles and technologies involved.
Explore the workHow we work together
Work directly with me, without a handoff between sales and development. I am based in Italy and also work remotely with international clients.
- Discovery
Start with the problem, the users and the current system.
- Proposal
Agree scope, timeline and cost before work begins.
- Build and deliver
Work in iterations with regular reviews and progress updates.
Before we start
Can we begin with an assessment?
Yes. We can start with a defined technical question or a review of an existing system, then decide whether implementation support is useful.
Is AI always the right solution?
No. We first consider whether simpler rules, better data or an ordinary integration solve the problem. An AI feature needs a clear use case and a way to evaluate its output.
Tell me about your project
Share the problem you want to solve, what already exists and any deadlines. You do not need a complete specification to start a conversation.
denis@subo.vision · +39 347 052 3605