Product Engineering
Web, mobile, and backend products taken from first version to launch, then improved with the people who use them. I work across the stack, from the data model and API to the interface, and keep product decisions close to the engineering ones.
Industries
What it covers
Typical work
How I think about it
A product is the sum of its unglamorous decisions: the data model, the permissions, the failure states, the deploy path. I make those decisions early and on purpose, so the product can change quickly later without a rewrite.
Other expertise
Agentic Engineering
Coding agents as part of the engineering system. Harnesses, guardrails, quality gates, and telemetry.
Automation & Applied AI
Manual work mapped and measured, then automated where it pays off. Models chosen on evals and cost, with guardrails.
Platform & Infrastructure
AWS and GCP platforms defined in code. Kubernetes, GitOps delivery, observability, and cost control.
Security & Compliance
Identity, least privilege, audit trails, and data boundaries designed in. Architecture that holds up under HIPAA, SOC 2, and ISO 27001 review.
Data Engineering
Ingestion, enrichment, and event pipelines. Data modeled and accessible for products, analysis, and automation.