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Nov 24, 2025
5 min read

From Marketing to Forward Deployed Engineering

My journey through growth marketing, business strategy, and how it shaped my approach to building AI products.

From Marketing to Forward Deployed Engineering

My career didn't start in a IDE. It started in the world of growth marketing and business development. This unconventional path has become my greatest strength as an engineer.

Engineering for Outcomes

In marketing, everything is measured by conversion and impact. I carry this same mindset into my code. I don't just ask "Does the code run?" I ask "Does this implementation move the needle for the customer?"

Expertise FAQ

Clarifications and deep-dives on the topics covered above.