Projects

ALD (Advanced Leak Detection) Dashboard

The ALD (Advanced Leak Detection) Methane Survey Dashboard turns raw methane survey data into a ranked, field-ready list of leak indications. The dashboard groups related readings into distinct events and scores each one for confidence, so a review team knows exactly where to look first.

Each flagged indication comes with what a field team needs to act on it: an estimated flow rate, distance to the nearest pipeline segment and its material, and a read on whether the source looks like natural gas or something else, based on ethane content. Pipeline data overlays directly on the survey map, so priority reflects both signal strength and proximity to real infrastructure.

When wind data is available, the dashboard even points a technician in the direction to walk to find the source. I use it as a testing ground. It lets me try new AI-assisted analysis techniques on real infrastructure data, and the same platform extends to other ALD (Advanced Leak Detection) technologies and survey types, not just AMLD.

This illustration depicts some of the possibilities over the next 10 years.

AI - the Next Decade

This is my prediction, not a claim of certainty: where AI is headed over the next ten years, based on what I see happening today and what builders and users of the technology are already saying. What's already decided, and what genuinely isn't.

This illustration shows how Ai and human judgement need to go hand in hand

AI, Accountability, and the Future of Human Judgment

AI accountability, human judgment, and the capability gap most companies never measure. This insight paper covers AI disclosure, agentic AI oversight, skill erosion, and the productivity numbers that do not add up. A clear standard for honest, defensible AI use and governance.

Illustration showing how AI skills are transferable to professional life

Ten Ideas to Build Personal AI Habits Before Work Adoption

Stop treating AI like a search engine. From restoring photos to planning dinner, these ten simple exercises build the "elite" skills you need for work. Master AI through habits you actually care about and then bring that power to your work use cases. Read more to bridge the gap!

The illustration reveals how to use multiple AI tools to enhance your content

The Multi-Model Blueprint: How to Use Multiple AIs to Create Superior Content

Stop hitting the invisible ceiling of single-AI workflows. This blueprint reveals how to manage a team of AI experts—mixing tools like Claude, ChatGPT, and Perplexity to shatter limits and create bulletproof, elite-tier content. Stop prompting; start building your production line.