Automation strategy
Finding repeatable work, prioritizing the right opportunities, and connecting improvements to outcomes rather than novelty.
AI enthusiast · Automation strategist · Builder
I make work work better.
I’m Kris—a practical technologist who combines business experience, automation, AI, analytics, and code to remove waste from everyday work.
How I think
Technology should return time, not consume it.
I’m fascinated by what happens when clear operational thinking meets modern AI and approachable code. My work sits at that intersection: understanding how people actually work, finding the friction that has become “normal,” and building a simpler path through it.
I’m comfortable moving between strategy and implementation. That can mean shaping an automation roadmap, interrogating a process with data, prototyping a browser extension, building a pricing calculator, improving reporting, or using AI to turn an awkward manual task into a dependable workflow.
The goal is never automation for its own sake. It is less rework, fewer avoidable clicks, clearer decisions, and more room for people to do work that benefits from judgment, creativity, and human connection.
What I bring
A builder’s mindset, grounded in operations.
I combine the curiosity of an AI enthusiast with the discipline of someone who cares about adoption, measurable value, and the working day of the person using the solution.
AI-assisted solutions
Applying language models and intelligent tools where they improve understanding, accelerate decisions, or remove tedious handling.
Code-enabled building
Turning ideas into working browser tools, calculators, utilities, integrations, and prototypes instead of stopping at recommendations.
Analytics and clarity
Using reporting and data to expose bottlenecks, test assumptions, and make the value of a better process visible.
Selected territory
From process friction to useful products.
- RPA initiatives—from focused helpers to broader operational automation
- Document redaction and safer AI-ready information handling
- Analytics, reporting, and data-backed operational improvement
- Pricing models, calculators, and API-enabled business tools
- Browser extensions for content, privacy, scraping, and workflow automation
Let’s improve the work
Have a process that costs too much time?
I’m always interested in useful problems, thoughtful automation, and ideas that help people finish work with more energy left for life.
Start a conversation