I'm Alex Sokolov from Belgrade, Serbia. I have 4+ years of commercial experience in data science, enhanced by 2 additional years of specialized training in Data Science, bring a strong background in mathematics and thrive on turning complex data into actionable insights. Experienced in designing and deploying end-to-end ML products, from EDA and experimentation to model rollout and performance monitoring tied to business KPIs. I hold the title of Kaggle Expert, ranked 15th in Yandex ML training. With 15 years of business acumen from roles at P&G, 2GIS, and Coca-Cola, I bring analytical and leadership strengths to each project.
Stack: Python (Pandas, NumPy, Pytest, black, pylint, SciPy, math, tqdm) – ML (Scikit-Learn, LightGBM, XGBoost, Catboost, LAMA, AutoWoE, SHAP) – RecSys (Surprise, QRec) – DL (TensorFlow, Keras, PyTorch) – RL (GYM) – NLP (pymorphy2, NLTK) – CV (albumentations) – Visualization (Matplotlib, Seaborn, Plotly) – Parsing (bs4) – Geo (Shapely) – OCR(PyMuPDF, EasyOCR) - LLM (RAG, Chonkie | Ollama | LangChain) - MLOps (MLflow, Airflow, Docker, PySpark, AWS, GCP, Evidently, Grafana, Prometheus, Git + pre-commit, BitBucket, OpenShift, Jenkins, SonarQube, Streamlit, Flask, Heroku) – DE (SQL (PostgreSQL, MySQL), Hadoop, Hive, Sqoop, Bash) – Other (pulp, cvxpy, pickle, os, shutil, zipfile) – Agile (JIRA, Confluence, Slack) - Linux
IDE: VS Code, Jupyter Notebook, Zeppeline, PyCharm
Kaggle: https://www.kaggle.com/sokolovaleks
Pet projects portfolio
↪️✌️ My LinkedIn profile
📩 If you'd like to ask any questions about me or my study/work or would like to collaborate on a project, feel free to call or write. The easiest way to reach me is via Telegram.
📫 But those who still prefer old school are welcome to email me at [email protected]
Well, if you liked any repositories, then I would be grateful if you mark them with st⭐️⭐️⭐️rs.
Я Александр Соколов. Живу в Белграде (Сербия). Уже больше 4 лет работаю с данными и создаю ML-решения от идеи до продакшена - от EDA и экспериментов до выката модели и мониторинга метрик. Я являюсь Kaggle Expert и занял 15-е место в ML тренировках Яндекса. С 15-летним опытом работы в бизнесе в таких компаниях, как P&G, 2GIS и Coca-Cola.
↪️✌️ Мой профиль на LinkedIn
📩 Проще всего связаться со мной через Telegram - звоните, пишите, не стесняйтесь.
📫 Или пишите на e-mail:[email protected]
Ну и если вам понравились какие-нибудь репозитории, то буду благодарен, если отметите их ⭐️