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Portrait of Oğuzhan Koçaklı
Personal blog & consulting

Hi, I'm Oğuzhan.

I write, build and advise at the intersection of technology and creativity.

I think about AI-assisted production, transformation in the gaming and film industries, and marketing strategy. I share what I learn here, in plain language.

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Abstract editorial still of a local decision layer: probability bars rising from an open-weight model cube on a dark
Artificial Intelligence 8 min

LitJev: the zero-training Jev reproduction on Qwen, tested

LitJev turns off-the-shelf Qwen checkpoints into a local /v1/systemone decision API with no training and no generated answer text.

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What I Do

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01 Vibe Coding From idea to working prototype: building together with AI. 02 AI for Film & Animation Studios Measured, sustainable AI integration into studio workflows. 03 AI-Assisted Content Production Content production systems that scale while keeping the brand voice. 04 Advising Strategy and product advice for early-stage teams.