Gleb Timofeev
Angestellt, Data Scientist, Realweb
Berlin, Deutschland
Über mich
ML enthusiast. Created python open-source library for marketing attribution https://github.com/realweb-msk/RwAttribution and python framework for automated A/B test pipelines https://github.com/realweb-msk/RwAB My ODS DataFest talk on Attribution models with ML (RU) https://www.youtube.com/watch?v=7UEvqylSJTs Certified Google Cloud Associate Currently passionate about recommendation systems via ML
Werdegang
Berufserfahrung von Gleb Timofeev
Bis heute 4 Jahre und 11 Monate, seit Aug. 2019
Data Scientist
Realweb
- Designed and implemented reviews tonality classification pipeline for online retail company (transformers used), which reduced cost in customer service by 34% - Released open-source python library for Marketing-Attribution models. Custom marketing-attribution models reduced CPA of campaigns by 15% - Designed and implemented personalized notifications in food delivery app, which increased average user LTV by 19% - Created tools for automated A/B tests pipelines, which speeded up the process twice
6 Monate, März 2019 - Aug. 2019
Data Analyst
IA Realweb
- WEB, mobile and marketing analysis (Google Analytics, Yandex.Metrica, Appsflyer, Ads Data Hub, etc.) - Configured data collection (Measurement protocol, advertising system APIs) - Built ETL Pipelines, including Ad-hoc reporting - Build dashboards (Tableau, Power BI, Data Studio, Dash) - Conducted, and analyzed A/B tests
Sprachen
Englisch
Fließend
Russisch
Muttersprache