ML Research engineer
22.09.1991, Saint-Petersburg → Moscow → Turkey
Nanoelectronics and sensorics → Software, FPGA, embedded → ML, DL, optimization
phone
+7 906 268 00 79
e-mail
[email protected]
telegram
@spbroma
linkedin
http://linkedin.com/in/roman-vlasov-69b32b69
github
https://github.com/spbroma
gitlab
https://gitlab.com/spbroma
Research of machine learning algorithms and optimization methods, solving applied problems with them.
Directions, which I'm interested in for the future: image and video processing and generation, AR/VR/XR, ML for 3D, application of geometrical methods and topology. Application of ML algorithms for improvement of life-quality: in medicine, social applications and other.
Presentation: ODS.AI DataFest: ML Perf, Machine Learning Hardware Benchmark (2020)
Workshop: "Application of global and gradient-based neural architecture search approaches for nonlinear digital signal processing" at summer school "Modern methods of information theory, optimization and control" (2020, 2021)
Paper: Non-convex optimization in digital pre-distortion of the signal (arXiv)
Senior Research Engineer Apr 2022 — ongoing
Development and improvement of CV algorithms for biometric purposes.