Dmitrii Kostiaev
Machine Learning Engineer at Apple
Zurich, Zurich, Switzerland
Summary
👤
Senior🎓
Top SchoolDmitrii Kostiaev is a Machine Learning Engineer with 12 years of experience specializing in deep learning for computer vision, currently building ML systems at Apple in Zurich. He has led and scaled ML teams and shipped real-time, on-device facial animation, performance capture, 3D face reconstruction and head-pose tracking features for consumer apps, blending research-grade models with production constraints. His background includes developing fast on-device generative makeup using GANs, multimodal unsupervised image translation, and practical retrieval and zero-shot classification systems for media platforms. Trained as a computer scientist at MEPhI, Dmitrii combines hands-on engineering—from RESTful services to optimized ConvNet deployments—with product-focused leadership that turns complex vision research into deployable mobile experiences.
11 years of coding experience
7 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
Русский, Английский
Stackoverflow
60reputation
3kreached
5answers
4questions
Github Skills (54)
maven9
computer-vision8
ffmpeg8
java8
gif-animation7
opencv7
javacv7
multimedia6
shell6
neural-network6
triangle6
deep-learning6
png6
theano6
machine-learning6
Programming languages (5)
Github contributions (5)
kostyaev/ICNR
Nov 2017 - Feb 2021
Convolution NN resize initialization for subpixel convolutions
Contributions:1 review, 8 commits, 2 PRs in 3 years 4 months
deep-learningcomputer-visionconvolutionconvolutions
kostyaev/kostyaev.github.io
Jun 2014 - Sep 2022
Contributions:29 commits, 4 PRs, 53 pushes in 8 years 4 months
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