ML Research engineer

22.09.1991, Saint-Petersburg → Moscow → Turkey

Nanoelectronics and sensorics → Software, FPGA, embedded → ML, DL, optimization

Table of contents

☎️ Contact information

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

💡 Interests

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.

👨‍🏫 Speeches and Publications

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)

💻 Working experience

Samsung Research Russia, Moscow

Senior Research Engineer Apr 2022 — ongoing

✨ General task

Development and improvement of CV algorithms for biometric purposes.

📃 Some related tasks