// EXPERTISE

What I can bring to your product team.

I work across the product stack: shaping the problem, building the interface, connecting the backend, automating the workflow, and applying security and compliance thinking before the result reaches users.

AI-assisted product engineering

Taking an ambiguous idea from prompt and prototype to a usable product. I use AI to accelerate implementation while applying human judgment to architecture, quality, accessibility, and the final experience.

AI agents · Prompt systems · Rapid prototyping · Human review

Frontend development

Building responsive interfaces with clear information architecture, intentional visual direction, accessible interaction states, and maintainable component systems.

React · TypeScript · JavaScript · CSS · WCAG

Backend engineering

Designing the application logic, data workflows, APIs, and integrations that make an interface useful. Current work includes backend engineering for Device Trainer.

Python · SQL · Supabase · APIs · Data modeling

Automation & integrations

Connecting tools and reducing repetitive work through event-driven workflows, API orchestration, data transformation, and AI-enabled operational systems.

n8n · Make.com · Webhooks · REST APIs · AI workflows

Application security

Applying security thinking throughout the build with threat modeling, static analysis, vulnerability testing, network analysis, and practical remediation guidance.

OWASP · STRIDE/DREAD · ZAP · Burp · Fortify · Wireshark

Cybersecurity & GRC

Translating ISO requirements and risk concepts into usable systems, evidence workflows, control mappings, and audit-ready outputs that business teams can maintain.

ISO 27001 · ISO 42001 · Risk · Controls · Audit evidence

See these capabilities in practice