How I work
One senior engineer, end to end: diagnose the real problem, write the architecture down, build with evals before features and human gates on side-effects, then run it in production until your team owns it.
Proven in production
Cloud
Multi-region AWS migration at 99.99% uptime — with SOC II visibility and audit trails
Read case study →Deliverability crisis fixed with self-hosted Mautic — 31% open rates, 4.2% CTR
Read case study →Compliance
Pharmaceutical B2B platform with audit trails for controlled-substance orders
Read case study →Fleet · own ops
My own operation runs as a Claude agent fleet — shared memory, dispatch channels, verified writes
See the live practice →By the numbers
* Every figure comes from a named engagement — details on the case studies page.
The process
The same arc whether it’s a two-week audit or a year-long build — only the depth changes.
A frank conversation and a look under the hood: what’s actually broken, what’s actually possible, and what it’s worth — including an AI-readiness read on your data, tooling, and risk posture.
Architecture in writing before code: components, data flows, failure modes, eval criteria, and where the human gates go.
Hands-on engineering with the pipelines that keep it honest: automated testing, code review, deploys — and for agent work, eval suites and approval gates from the first commit.
Monitoring, alerting, evals drift watched in production, and iteration — then a documented handoff when your team is ready to own it.
Guardrails
Agent work gets one extra rule the rest of the stack already follows: every side-effect passes a gate. Evals before vibes; approvals before writes.
Working with me
No account managers, no handoffs to a junior team. The person who scopes the work is the person who builds and runs it.
Email that gets answered — usually within a business day — and working sessions instead of ceremony.
Architecture docs, decision records, and runbooks — the paper trail that survives me leaving.
Work happens in your cloud accounts and your repositories. No lock-in, no hostage infrastructure.
Standards
Designed real-time visibility and audit trails supporting SOC II on a multi-region AWS migration.
Pharmaceutical B2B platform with full audit trails for controlled-substance orders.
Cisco Ethical Hacker certified (Feb 2026) — the attacker’s view informs the architecture.
Systems ship with the logging and traceability a regulator, acquirer, or your own future team will ask for.
One senior engineer who designs it, builds it, and runs it — with the written record to prove how it works.