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Focus 04 · Software engineering

Build the systempeople depend on.

I build applications and integrations, then put them to work inside the systems people already use through APIs, automation, data flows, and careful delivery.

01 / What I bring

Software is part of a larger system.

The useful question is not only whether an application works in isolation. It is whether it fits the surrounding systems, supports the people using it, and remains understandable over time.

Integration-mindedConnect applications to APIs, automation, and existing data flows.
Systems-awareDesign with security, operability, and downstream impact in view.
Practical deliveryBreak complex problems into smaller steps and keep progress visible.

02 / Working model

Understand the whole path.

Good software delivery keeps the application, its interfaces, and its operators connected.

01

Understand the need

02

Map the system

03

Build the smallest useful step

04

Test and operate it

03 / Selected work

Applications that fit their environment.

The projects below show software work alongside integration, architecture, governance, and author-led tools.

AI-assisted delivery

Aegis

A workflow that turns AI-assisted software ideas into bounded, testable work with visible decision evidence.

GitHub ↗
Creative tools

Writer’s Studio

AI-assisted tools for revision, editorial review, reader response, and manuscript metrics that preserve the writer’s judgment and voice.

Integration

Software development and integration

Applications, platforms, APIs, automation, and data flows that work within systems people already depend on.

04 / Production evidence

Software inside the larger system.

The software lens includes the applications, automation, and integration work that made migrations, delivery, and operations safer.

AI-assisted migration system

AMI Migration

Designed and implemented a security-scanning workflow for thousands of non-standard AMIs, with several components developed using AI assistance. The work reduced scanner licensing and server costs by tens of thousands of dollars.

Read story ↗
Runtime automation

Proxy Server Automation

Connected reusable delivery automation to runtime readiness, correcting container startup behavior and validating the service before traffic shifted.

Read story ↗
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