Gino Marín

AI Solutions Architect, Data Scientist, Software Developer and amateur photographer.

I'm Gino, an AI Solutions Architect, Data Scientist, Software Developer and amateur photographer based in Heredia, Costa Rica. I've been leading development teams and designing solutions for over a decade. Currently, I'm focused on leveraging AI to create innovative applications that solve real-world problems. When I'm not coding, you can find me capturing moments through my lens or strumming my guitar.

Why the First Token Matters More Than the 10,000th

In autoregressive language models, not all tokens are created equal. The first tokens in a context window shape everything that follows — from attention patterns to generation trajectory. This is why short sessions beat long ones, and why compression exists.

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Work

CompanyRoleYears
World KinectAI Solutions Engineer2019—Now
Cenfotec UniversityTeacher & Researcher2016—Now
Smash AISoftware Engineer2018—2019
Koko SolutionsCTO2017—2019
IntelFrontend Engineer2014—2017