Max K.

My work experience

EPAM Systems • Full time

Apr 2024 - Jan 2026 • 1 yr 9 mos

My path and what I did: 1. Developed and implemented machine learning models to solve business problems (classification, regression, forecasting). 2. Conducted data analysis and preprocessing: cleaning, feature engineering, and working with large datasets. 3. Trained and optimized models using Python, scikit-learn, and TensorFlow/PyTorch. 4. Evaluated model quality (ROC-AUC, F1-score, MAE, etc.) and tuned hyperparameters. 5. Integrated ML models into production systems (REST API, microservices). 6. Worked in a cross-functional team with backend developers, analysts, and QA. 7. Used Git, code review, and an Agile/Scrum approach. 8. Documented solutions and results for technical and business audiences. Why did I decide to leave? I was simply tired of working for someone else. I always wanted to work whenever I wanted and for myself.