Andrei ASHIKHMIN

Bis 2016, Head of assortment planning and inventory analytics, Lamoda Group

Moscow, Russische Föderation

Fähigkeiten und Kenntnisse

Python
R
HDFS
Hive
HBase
Apache Spark
MapReduce
NLP
Recurrent Neural Networks (RNN)
Convolutional Neural Networks (CNN)
TensorFlow
Collaborative Filtering

Werdegang

Berufserfahrung von Andrei ASHIKHMIN

  • Bis heute 5 Jahre und 2 Monate, seit Mai 2019

    Head of Data Analytics

    Lime-shop.ru

    Development of automated replenishment and transfers between stores systems Item- and content-based recommendation system development. Revenue forecast on store-daily level. Sentimental analysis for negative comments recognition. Staff work schedule optimization.

  • 1 Jahr und 7 Monate, Nov. 2017 - Mai 2019

    Head of planning and forecasting department

    Lime-shop.ru

    Development and management of pre-season and in-season assortment planning full process. Inventory management: route planning, initial allocation, replenishment of 70 stores, store transfers, returns of actual and last season merchandise to the central warehouse.

  • 1 Jahr und 4 Monate, Aug. 2016 - Nov. 2017

    Head of assortment planning group

    KupiVIP.ru

    Planning of net sales, sales before rejections, necessary product inflow and purchase budgeting. Open to buy system development. Regular reporting, brands and suppliers scoring, preparation of presentations for steering committees and strategic sessions.

  • 3 Jahre und 7 Monate, Feb. 2013 - Aug. 2016

    Head of assortment planning and inventory analytics

    Lamoda Group

    Supervising data science team to provide accurate sales forecast, purchasing, optimal discount strategy and optimization models. Managing of following processes: budgeting, replenishment, arrivals planning, returns to warehouse, rejection rate improvement and catalogue sorting optimization on web-site.

Ausbildung von Andrei ASHIKHMIN

  • 5 Jahre und 10 Monate, Sep. 2005 - Juni 2011

    Applied Mathematics and Physics

    Moscow Institute of Physics and Technology (State University)

    Mathematical statistics, probability theory, stochastic processes, functional analysis, control theory, differential equations, game theory, convex analysis, database.

Sprachen

  • Englisch

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