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Konstantin Mavropulo
Qualifications
Industry Expertise
Life Sciences, Telecommunications, Financial Services, Counterparty Default Risk Management, Margin Trading
Technical Skills
Data & Analytics Engineering Practices
Data Science, Machine Learning Engineering, Python for Data Analytics, Natural Language Processing, Recommendation Systems, Ensembling, Tree-based Machine Learning Models, Time Series Analysis, Feature Engineering, Data Visualisation
Data & Analytics Technologies
Pandas, SciPy, NumPy, PyTorch, Scikit-Learn, XGBoost, CatBoost, LightGBM, Optuna, Apache Ignite, Apache Cassandra, Flask, Apache Hadoop
Applied & Formal Sciences
Software Architecture, Software Design Patterns, Algorithms & Data Structures, Graphs Algorithms, Combinatorial Algorithms, A/B Testing, Test-Driven Development, Pair Programming
Software Engineering Technologies
Java, Spring Core, Spring Data, Spring MVC, Spring Boot, Hibernate, Java Stream API, Java Swing, Maven, Gradle, Jenkins, AWS, Docker, Docker Registry, UML, DCEVM, MAT, JMH, Dynatrace, JUnit, Mockito, Git Flow, PostgreSQL, Sonar, Checkmarx, JavaScript (novice), Bash (novice), Scala (novice)
Managerial
Agile, Scrum, Kanban, Crisp-DM
