Daniil Hayrapetyan
Senior ML Scientist at PicsArt Armenia
Yerevan, Armenia
Summary
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Rockstar🎓
Top SchoolDaniil Hayrapetyan is a Senior ML Scientist with eight years of experience designing, training, and productionizing ML and deep learning systems, currently driving research and deployment at PicsArt in Yerevan. He blends hands-on Python and PyTorch engineering with performance-minded C++ optimizations, containerized wheel builds, and SLURM-powered distributed training to deliver production-ready models. His work spans creative computer vision tasks—fast artistic style transfer, texture generation, image outpainting, and face-shape warping—as well as building a differentiable 3D renderer with advanced material properties. Comfortable in both desktop and remote SSH environments, he pairs rigorous debugging, profiling, and pytest practices with practical vectorized implementations using numpy and OpenCV. With an academic background in physics and a stint teaching ML/DL, he brings a strong analytical foundation and a knack for turning research prototypes (including LDM model optimizations) into efficient, deployable solutions.
8 years of coding experience
3 years of employment as a software developer
Master's degree Physics, Master's degree Physics at Yerevan State University
Stackoverflow
1reputation
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Github Skills (68)
sdl10
windows10
game-development10
game-engine10
openra10
linux10
dotnet10
real-time-strategy10
engine10
opengl10
cross-platform10
bsd10
csharp10
python9
science8
Programming languages (7)
Github contributions (5)
oldnaari/Vermins-of-Dune
Aug 2021 - Nov 2023
This mod make the smuggler faction playable in Dune 2000, making it a primary faction instead of secondary that it is in vanilla game.
Contributions:1 PR, 87 pushes, 1 branch in 2 years 3 months
game
oldnaari/OpenRA
May 2021 - Oct 2023
Open Source real-time strategy game engine for early Westwood games such as Command & Conquer: Red Alert written in C# using SDL and OpenGL. Runs on Windows, Linux, *BSD and Mac OS X.
Contributions:7 pushes, 4 branches in 2 years 6 months
gamestrategyenginereal-timegames
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