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Denis Demko

@denisdemko1

Senior Data Scientist at Bax Energy Italia Srl, applying time-series forecasting and classification to renewable energy data.

Albania

Message

At Bax Energy Italia Srl, I work on time-series forecasting and classification, alongside data analysis and statistics in the renewable energy domain.

As a SeniorSupplyChainDataScientist-Consultant at HyLogic, I worked on offshore supply vessel planning optimization using reinforcement learning with PPO and SimPy.

At Ritech International AG, Tirana, I worked on classical machine learning and computer vision, including classification, segmentation, and localization. My projects include Maersk Video Analytics for Labor Management and work on dynamic programming with approximation for VNFs reconfiguration.

Experience

Work history, roles, and key accomplishments

Current

Senior Data Scientist

Current

Bax Energy Italia Srl

Aug 2025 - Present (1 year 2 months)

Responsible for time series forecasting and classification, data analysis in the renewable energy domain, and applying data science and statistics.

Time series Forecasting Classification Data Analysis Data Science Statistics

Senior Supply Chain Data Scientist - Consultant

HyLogic

Dec 2025 - Apr 2026 (4 months)

Applied reinforcement learning and optimization in offshore supply vessel planning, using SimPy and Python OOP.

Reinforcement Learning Optimization Simpy Python (OOP)

Machine Learning Engineer

Ritech International AG

Aug 2021 - Aug 2025 (4 years)

Worked on classical machine learning algorithms, computer vision, and reinforcement learning, with a focus on Python and PyTorch.

Traditional ML Random Forest SVM Bayesian Statistics Computer Vision Classification Segmentation Localization VAES Python PyTorch Data Science Probability Statistics Reinforcement Learning Optimization

Software Engineer

Proxify

Jan 2024 - Dec 2024 (11 months)

Developed software with a focus on Python programming, signal processing, data analysis, and Plotly Dash.

Python Signal Processing Data Analysis Plotly Dash

Software Engineer

ikubINFO

Jan 2019 - Jan 2020 (1 year)

Developed software using C# and .NET framework, with SQL and design patterns.

C#.NET SQL Design Patterns

Education

Degrees, certifications, and relevant coursework

University of Technology of Compiegne

Master Degree, Machine Learning and Optimization

2020 - 2021

Activities and societies: Courses and Achievements: Mastered advanced techniques in Linear Programming and Optimization; Classical Machine Learning and Deep Learning; Scheduling and Complexity; Uncertainty, Belief Functions.

Pursued a Master's degree in Machine Learning and Optimization, covering advanced techniques in linear programming, classical machine learning, deep learning, scheduling, and uncertainty.

Polytechnic University of Tirana

Master Degree, Computer Engineering

2017 - 2019

Activities and societies: Courses and Achievements: Software Engineering; Object Oriented Programming; Database Systems; Artificial Intelligence.

Completed a Master's degree in Computer Engineering, with coursework in software engineering, object-oriented programming, database systems, and artificial intelligence.

Polytechnic University of Tirana

Bachelor Degree, Computer Engineering

2014 - 2017

Activities and societies: Courses and Achievements: C programming; Mathematical Analysis; Database Systems; Algorithmic Design and Analysis.

Earned a Bachelor's degree in Computer Engineering, covering C programming, mathematical analysis, database systems, and algorithmic design and analysis.