ai engineer · istanbul, open to relocation or remote
machine learning since 2017, full-stack since 2019, self-taught. i aim to bridge the gap between what ai can do in theory and what it should do for us in practice.
i see ai not as a product for the few, but as a collective achievement that should work like a universal utility.
hey@galinilin.com · github · hugging face · linkedin · substack · x
DeepVariant in your browser 2026 Google's variant caller, 22 MB, running in a browser tab. |
DocGemma 2026 A clinical AI agent with a human in the loop: it asks before every action. |
artificialneural.network 2021 Build a neural network and watch it learn, in the browser. |
Seq2Seq Language Model 2018 A neural language model with attention, built in 2018, when attention was still new. My Teknofest 2018 model, 3rd place, grew out of it. |
Caelum 3D Engine 2019 From scratch: lights, shadow maps, skeletal animation, FBX models. |
BipedalWalker, A3C 2019 Deep reinforcement learning: a two-legged walker learns to walk. 4 workers, ~21 hours on one CPU. |



