Middle Data Scientist

Мои компетенции и опыт

Project work: Project work: Recommendations Chat-bot for Facebook Messenger

(mentor - Vitaliy Radchenko, Senior Data Scientist at YouScan )

• Flask
• Product Card Recommendations
• Word Embeddings
• Text Classification
• Language Modeling
• Seq2seq and Attention
• Transfer Learning
• Text Summarization

Recommendation system for e-shop (e-commerce):

(mentor - Valery Babushkin, ML at Facebook, ex-X5, ex-Yandex)

• Analysis/business interview
• Building architecture
• Data Parser
• Data Engineering
• Items clustering (k-means++, facebook faiss, imagenet)
• Flask/JS/PostgreSQL
• CI/CD, MLOps
• A/B testing

Also:

(mentor - Alexey Grigorev (Lead Data Scientist at OLX Group)

• SMS Spam/Ham prediction for a telecommunication company
• Web sites users behaviours' prediction

As a Product Manager took part in the creation of an omnichannel marketing platform (vision, strategy, marketing, documentation, team).

Prior to that, for the last 8 years, he worked as a Product Manager. Since the beginning of 2020, I decided to study Big Data and Data Science in order to apply it to the company where I work.

• нужен доступ к резюме participant
• нужен доступ к резюме Hackaton / Recommended System
• Car Price Prediction Hackaton
• Sibur Challenge 2020 Hackaton / NLP Prediction System
• Alfa Battle 2.0 Hackaton / Credit Prediction System