Alexandra Korneeva Email & Phone Number

Yerevan, Armenia

Creating self-service services to automate managers' and BI Analysts' tasks1. Creating method for segmentation sellers using in-house data and external data for estimate size and potential of company. Including PCA and cluster analysis. Result: an end-to-end system for working with clients was created for the marketing and sales department2. Creation of a platform for collecting data on communications of managers and sellers from external messengers (Telegram)3. Developing infrastructure for platform for recommendations thesis for communications of managers and sellers using in-house data/analytics about clientsResult: targeted communication

Created video lectures – Introduction to Data Analysis with Python

1. Created material for lectures about Data Science (Introduction in DS libraries in Python, Numpy and Pandas for Data Scientist, Data Visualization: Matplotlib/Seaborn/Plotly, Introduction in Neural Network)2. Created homework material in Jupiter notebooks3. Read lectures

Moscow City, Russia

1. Training and validation models for object detection and classification of customers and sellers in shopping rooms2. Developing a method of cameras calibration and positioning in offline stores using geometric templates3. Developing multi-camera tracker of buyers and designing of business and research metrics4. Designing system for data markup for computer vision tasks such as segmentation, classification, reidentification and positioning buyers5. Designing data and models infrastructure6. Designed analytics dashboards for business-cases

Moscow City, Russia

1. Training and validation models for classification of customers and sellers in shopping rooms2. Developing algorithm for positioning person from 2D scene to 3D shopping areas3. Designed rules for mark up video-data4. Support in developing multi-camera tracker of buyers

Master'S Degree, Machine Learning Engineering

Bachelor'S Degree, Computer Science, Bachelor