Raman Martsyanau
Lead Machine Learning Engineer at Emhance (formerly Sensemitter)
Warsaw, Masovian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolRaman Martsyanau is a Lead Machine Learning Engineer based in Warsaw with 9 years of experience delivering production-grade ML systems across computer vision and generative AI. He designs end-to-end pipelines—from experimentation and self-supervised training to deployment and monitoring—and has driven measurable gains such as halving report creation time and boosting video styling performance 2.5x. Raman has expertise in object detection, tracking, keypoint detection, point cloud classification, and LLM/VLM image-generation systems, and he routinely optimizes inference for real-time applications using TensorRT and CoreML. He combines hands-on engineering with technical leadership, mentoring teams and instituting ML lifecycle practices that cut validation time and deployment overhead. Notably, he co-founded a startup that converted hand-drawn UX mockups to digital layouts with 86% real-time detection accuracy, reflecting a knack for turning research ideas into shipping products.
9 years of coding experience
6 years of employment as a software developer
Bachelor's degree, Computer science, Bachelor's degree, Computer science at Belarusian State University of Informatics and Radioelectronics
Russian, English, Russian, Ukrainian, Polish
Github Skills (22)
imagenet10
image-classification10
optimizer10
mobilenet10
resnet10
efficientnet10
distributed-training9
pytorch9
mixnet9
vision-transformer9
inference8
swin-transformer7
transformer7
detector6
convolutional-neural-networks6
Programming languages (1)
Github contributions (5)
romamartyanov/Fantastical-Things
Mar 2018 - Jan 2020
Fantastical Things - open-source приложение для Issue-tracking, работающее по системе Agile/Scrumban с использованием досок.
Contributions:127 commits, 30 pushes, 1 branch in 1 year 10 months
agile
ImmortalLamp/keras-theano-bot-classifier
May 2017 - Dec 2017
Contributions:3 commits, 2 pushes, 1 branch in 6 months
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