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Vol. 01 · Portfolio edition

Case study 07 / 08

CUSTOM SOFTWARE / AI-ASSISTED DEVELOPMENT / OPERATIONS

Custom software and automation built around real operational work

Not every recurring problem deserves a new subscription or manual process. I design and build focused applications, integrations, and automation workflows when a specific task would benefit from clearer rules, reliable execution and human review.

01

Reducing repetitive professional workflows

Professional work often gets trapped in spreadsheets, repeated data entry, copy-paste workflows and inconsistent judgment. Small, purpose-built tools can reduce friction without requiring a large software team.

02

Custom applications, APIs and AI-assisted automation

I have built at least four AI-assisted software applications/tools, including a production-budgeting web application used in the day-to-day work of a three-person professional team. Other workflows include API-fed research and filtering, structured evaluation, content-generation and ranking, reusable agent instructions, GitHub-based iteration and independent QA passes.

03

A deployed production-budgeting tool and working systems

Deployed working tools and repeatable workflows that support operational decisions.

04

Why AI automation still needs human judgment and QA

AI can accelerate implementation, but reliability still depends on the specification, review, testing, and ownership of the finished workflow.

Have a recurring process worth turning into a tool?