alex-kalinichenko Goto Github PK

I'm a Data Scientist with experience in Geo Data, Oil & Gas, and drilling.

• I worked at such companies as Zyfra, Emerson (Roxar), WintershallDea, Rosneft, and GazpromNeft.

• Postgraduate Diploma in Data Science, Machine Learning and Artificial Intelligence
• Master’s degree in Developing and Operation of oil & gas fields, diploma with honour (GPA 5.0 out of 5.0)
• Master’s degree in economics and management, diploma
• English language - C1

• Raiffeisen bank Hackathon: top 10% in solo.
• EVRAZ AI challenge: top 7% in solo.
• Wildberries hackathon: our team got top-5 in the track “Seller’s analytics” from 410 people in 65 teams and 3 tracks.

• Python, pandas, NumPy, scikit-Learn, LightAutoML
• XGBoost, CatBoost, LightGBM, TensorFlow, Keras, PyTorch
• GeoPandas, Shapely, Folium, OSMnx
• NLP, Computer Vision, recommender systems
• Streamlit, Flask, Dash, Matplotlib, Plotly, Seaborn, Power BI
• SQL, NoSQL (MongoDB, Redis)
• Git, Anaconda, pip, PEP8, PyCharm, Jupyter, Colab
• Scrapy, BeautifulSoup, XPath
• HTTP, REST, API, JSON
• HTML/CSS, Brackets, Figma
• Linux, Docker, Amazon Web Services (AWS)

• Machine Learning model for water cut prediction of oil field wells post, code
• Another approach to augmentation of tabular data post, code

• Most of my skills are described here