Position: Data Scientist
Category: Data Science
English level: intermediate
Years of experience: 7


I have 6 years experience in Data Science and worked on three different projects:

 -  Predictive Analytics - service that predicts baseline for future periods and helps to organize promo activities for FMCG clients. Project is based on regression algorithms (Random Forest, XGBoost, Linear Regression), forecasting algorithms (Holt-Winters, 4Theta)

 -  Recommendation System - service that helps trade agents recommend goods to sell in outlets. Project is based on classification algorithms (Logistic Regression, Random Forest), collaborative filtering algorithms (Apriori).

 -  Optimization Algorithms - platform that helps to distribute territories and outlets between trade agents with respect to many types of conditions. Project is based on optimization algorithms (Simplex Method, Branch and Bound), graph algorithms (Dijkstra, A*), clustering algorithms (k-means, Hierarchical Clustering).
I would like to work in team to share knowledge and experience.