Rustem Garaev
Bis 2023, Machine Learning Scientist, PicsArt
Berlin, Deutschland
Über mich
About 5 years of first-hand experience in successfully developing and implementing machine and deep learning solutions in digital services. Proficient in user behavior understanding and business intelligence domains. Specifically in predictive modeling: forecasting, segmentation, and classification. Two years experience in academic research in the speech synthesis field. Also worked as a teacher's assistant. In coordination with marketing, growth, and data teams, delivered more than 10 projects which gave not only monetary profit but also increased engagement of users and saved time of team members.
Werdegang
Berufserfahrung von Rustem Garaev
2 Jahre und 2 Monate, Feb. 2021 - März 2023
Machine Learning Scientist
PicsArt
I was involved in developing and delivering solutions that helped to better understand our user base, for example: LTV prediction, churn prediction, user behavior understanding, profiling, classification, and clusterization. Mostly, I closely worked with product and marketing teams, and successfully developed models to handle time series and tabular data and also touched on NLP and CV-related tasks.
2 Jahre und 4 Monate, Nov. 2018 - Feb. 2021
Specialist of Machine Learning and Computer Vision Department
FIX Group of Companies
We developed and delivered solutions for digital services to optimally interact with customers, through LTV prediction and multi-armed bandits utilization.
5 Monate, Feb. 2020 - Juni 2020
Teacher Assistant
Institute of Computational Mathematics and Information Technologies, KFU
Sprachen
Englisch
Fließend
Russisch
Muttersprache