COLIN
DOUGLAS.

SuperCharge / AI development

Building with AI.

I co-created and led SuperCharge, bringing AI-assisted development into real team workflows. I drove architecture, infrastructure, implementation, and the roadmap, working with engineering teams and leadership on adoption.

SuperCharge grew into a major Dot Foods IT initiative. My work also included introducing practical workflows to colleagues and preparing the roadmap and handoff to the team carrying it forward.

1. Idea
2. →Implementation
3. →Team adoption

AI search / Ecommerce

Smarter Search.

I originated and architected an AI-assisted approach to recovering searches that returned no results. The idea began with identifying useful synonyms and evolved into Product Matching, with implementation by a colleague.

In its first 21 weeks, GTIN Product Matching was used 18,816 times by 2,139 external users across 935 accounts.

For external visitors searching 11-, 12-, and 14-digit product codes, the unresolved no-result rate was 11.6% lower than in the preceding 21 weeks.

11.6% lower no-result rate. Numeric product-code searches · 21-week before/after comparison.

1. Unsuccessful search
2. →AI matching
3. →Relevant products

SQLWatch / Index Advisor

Making database tuning easier to investigate.

I built the data-collection process behind SQLWatch’s Index Advisor. It captures potential indexing improvements over time and supplies the dashboard with information database professionals can use to investigate performance opportunities.

1. Collect
2. →Track over time
3. →Inform improvements

dbatools / Database automation

See where data goes—and how long it takes.

I contributed PowerShell tools that identify SQL Server replication publications and measure delays as data moves between servers. They help database administrators understand how systems share data and investigate replication performance.