About

Turning complex AI, data, and engineering capabilities into scalable products and strategic impact. With a career in the startup/scale-up ecosystem, my focus is the intersection of data science, engineering, and product. I bridge the gap between abstract customer problems and high-impact AI initiatives, leading teams to ship solutions that redefine business operations. Core Expertise: End-to-End Delivery: Leading AI projects from use-case definition through cloud deployment. Strategic Translation: Turning complex systems (like IoT infrastructure) into measurable outcomes like cost reduction, reliability, and efficiency.

Badges

Tastemaker
Tastemaker
Tastemaker 5
Tastemaker 5
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Forums

How is Google changing the way brands get discovered?

For every 1,000 Google searches, only 276 clicks reach the open web.

As AI Overviews, knowledge panels, and other search features answer more questions directly, brands have more opportunities to be discovered without users visiting their websites.

Is keeping a free tier actually worth the server and support costs?

Been offering a free plan for two years now, and i still can't decide if it's helping or just wasting time.

It brings in steady word of mouth traffic but free users generate most of our support tickets without ever converting. Paying for servers for people who will never upgrade is starting to feel like a bad trade.

Do you ever ask your AI coding assistant to delete bad code instead of writing more?

Spent weeks prompting AI to add new features only to find duplicate functions and messy files everywhere in the repo.

Now every friday i ask it to find redundant logic and unused files so i can clear them out. Keeping the codebase small makes it way easier to manage.

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