Dr. Evgenii Makarov

Bringing AI/DL/ML to banking

https://itunes.apple.com/us/app/voir-tryon-camera/id1226417060?ls=1&mt=8 In small team of five engineers I led R&D part of solution. We developed machine learning engine for our mobile app supporting avatar animation, hair coloring, face segmentation, face tracking, face detection, facial landmark detection, PCA analysis of avatar mesh

I was senior member of core product systems team of 5-8 engineers and provided algorithm solutions to new generation of Wi-Fi chip defining goals and providing milestones. Efforts of our team led company to successful IPO in Oct 2016. As systems engineer I used to be a starting point for MU-MIMO solution which now is one of two main technologies offered by company to market

Development of signal processing algorithms for LTE base stations (Rel. 9). Algorithm design, Monte-Carlo simulations, tuning, complexity evaluation, link-level testing (C/C++)

Multi-antenna signal processing algorithms for 802.11n modem prototype. Beamforming, time-domain signal processing (synchronization, preamble detection), MIMO, interference cancellation, channel estimation. Guidance of FPGA designers Wireless modem transceiver hardware design. Octal analog-digital converter board schematics design. Multi-beam switching microstrip antenna arrays for wireless ad-hoc networks.

Statistical signal processing in multi-channel systems