Hey, I’m Mac

I make complicatedwork feel simple.

Software engineer building document pipelines, AI-assisted tools, and modern web applications.

Portrait of Mac in a navy suit

Selected work

Systems built around real constraints

Document Processing Workflow

An AI-assisted workflow for turning variable documents into structured data for downstream systems.

Result: Separated flexible interpretation from deterministic validation and transformation for more consistent output.

  • AI-assisted processing
  • Workflow design
  • Data validation

Echoease

A booking marketplace where singers can build stronger portfolios and venue owners can discover and hire talent for live gigs.

Result: Brings performer profiles, talent discovery, gig bookings, and payments into one streamlined platform for singers and venue owners.

  • Django
  • Next.js
  • Backend

Capabilities

What I can help you build

Across project work, prototypes, and hands-on technical training.

Application development

Web applications and APIs built around real business workflows.

  • Python
  • TypeScript
  • Next.js
  • Django
  • FastAPI
  • REST APIs

AI engineering

Focused AI features with clear boundaries and dependable outputs.

  • OpenAI API
  • Copilot agents
  • RAG prototypes
  • Prompt design
  • Structured outputs

Automation & platforms

Document-heavy processes made more reliable and easier to manage.

  • Copilot Studio
  • Power Apps
  • Document processing
  • System integration
  • Validation & fallbacks

The blog

Latest articles

All posts →

Available now on Google Play

Before You Automate It

A practical book about finding the hidden rules, exceptions, spreadsheets, and human knowledge behind a workflow before choosing tools or writing code.

Cover of Before You Automate It by Mac Ibale

Have a difficult workflow?

Let’s find the smallest reliable system that solves it.

I’m interested in document automation, internal tools, AI-assisted workflows, and integrations where the edge cases matter.

See how I can help