Related production experience · Build Link ID
Technical ownership from architecture to production.
I led the technical foundation and AWS Rekognition integrations for a construction workforce product now running in production.
Read the delivery caseFor founders and product teams with unfinished code, a departed developer or a blocked release. Find out what can be recovered, what is getting in the way and what the next step will take.
Technical Discovery from US$1,500 when the codebase is unclear. Implementation from US$4,000, scoped separately.

I have more than ten years of software engineering experience across agencies, established organizations and a global marketplace. I work directly in existing systems and stay responsible for the path from diagnosis to release.
Related production experience · Build Link ID
I led the technical foundation and AWS Rekognition integrations for a construction workforce product now running in production.
Read the delivery caseYou have code and business expectations, but no reliable picture of what works, what is missing or how to release it.
Bugs, unclear priorities and changing estimates make it hard to decide whether to repair, reduce or replace the current solution.
The team needs a senior engineer to isolate the constraint, reduce the scope and take ownership of a credible next milestone.
Technical Discovery produces an assessment you can use with me or another team. Implementation is a separate decision, made once the scope, dependencies and acceptance criteria are understood.
I inspect the code, environments, known failures, release path and the business outcome the project was meant to support.
You receive options, risks and a recommended milestone small enough to estimate and verify honestly.
If you choose a separately scoped implementation sprint, I build and verify the agreed milestone. The discovery assessment remains yours either way.
From US$1,500
For an unclear codebase or blocked delivery
Start with an independent assessment when the technical state is unclear. If the work is already understood, we can scope implementation directly. Implementation starts at US$4,000 with one agreed milestone; price and schedule are confirmed in the proposal.
Discuss my stalled projectThe proposal defines the outcome, access, acceptance criteria and delivery boundary.
Only when the codebase and failure are already clear. Otherwise a confident fixed quote would hide uncertainty. Technical Discovery creates the evidence needed for an implementation decision.
Only when the evidence supports it. Repairing, reducing scope or replacing one component is often less risky than starting over.
You keep the system assessment, risks, options, proposed acceptance criteria and implementation recommendation. It is useful even if another team performs the work.
Tell me what already exists, what is failing or unfinished, and which deadline matters. You do not need a live website or repository access to start the conversation.
I will review your message and reply with questions or a suggested next step. If there is a fit, we can arrange a short call before any proposal.
Prefer email? me@cavendish.dev