4 Года опыта работы
Дата добавления 10 июн. 2021 г.
Работа в офисе на полный день, Удаленная работа
I'm Data Scientist at Smart Business. I have a passion to artificial intelligence, data and automation everything. Join to a data science family in 2017, when I decided switch from python developer. Of that year, I successfully complete Smart Business DS internship and deep dive into data world. Have commercial experience in demand forecasting, computer vision, NLP, customer analytics and deep learning. Participant of a hackathon, public speaker, mentor on Smart Academy for an intern
About My responsibilities: - Build complex AI-solution which solve business problem in demand forecast, computer vision domain. - Work with real-data, analyze, EDA, make reports. - Designing, developing, training, and testing models and algorithms. - Develop architecture of DS pipelines. - Manage small team of data science engineers. - Presale and project estimation.
- Python, SQL
- Deep knowledge of ML algorithms (Classification, Regression,
- Deep Learning (MLP, CNN, RNN, AutoEncoders)
- Demand Forecast (Time series, price optimization)
- Natural Language Processing (Classification, NER, Language modeling)
- Computer vision (Face recognition, Object detection, OCR)
- Predictive marketing (Recommender system, Next Best Action, Client segmentation, Churn)
- Handle Big Data with PySpark, Dask.
- C4-model for develop architecture.
- Power BI
- Azure cloud
- Git, Bash
Ukrainian(native),Russian (native), English (intermediate).
Ukranian - Продвинутый / Свободный
Russian - Продвинутый / Свободный