Open to opportunities

Denis Demko

@denisdemko

Message

Skilled machine learning engineer with expertise in optimization techniques.

Albania

Message

What I'm looking for

I seek a collaborative environment that fosters innovation and growth, focusing on impactful machine learning projects.

I am a dedicated machine learning engineer with a robust background in Operations Research and Optimization. My academic journey has equipped me with advanced knowledge in classical machine learning algorithms, computer vision, and data science. I pride myself on my ability to blend theoretical insights with practical applications, ensuring that my work is both innovative and effective.

Throughout my career, I have successfully contributed to various projects, including developing computer vision models for labor management at Maersk and utilizing dynamic programming for complex optimization problems. My experience spans multiple programming languages and frameworks, including Python, Pytorch, and C#. I am passionate about leveraging my skills to solve real-world challenges and drive impactful results.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer

Current

Ritech International AG

Aug 2021 - Present (3 years 9 months)

As a Machine Learning Engineer, I specialize in classical algorithms and computer vision techniques. My work involves developing models for classification, segmentation, and localization, utilizing Python and Pytorch. I apply Bayesian statistics and reinforcement learning to optimize solutions in various projects.

Machine Learning Computer Vision Python PyTorch Reinforcement Learning Data Science Optimization Analytical Thinking Problem Solving

Software Engineer

Proxify

Jan 2023 - Jan 2024 (1 year)

In my role as a Software Engineer, I focus on developing applications using C# and the .NET framework. I implement design patterns and work with SQL databases to create efficient software solutions, emphasizing effective communication and teamwork.

C++.NET SQL Software Development Design Patterns Problem Solving Effective Communicator Teamwork Data Analysis

Software Engineer

ikubINFO

Jan 2020 - Jan 2021 (1 year)

As a Software Engineer at ikubINFO, I developed software solutions focusing on object-oriented programming and database systems. I applied my knowledge in artificial intelligence to enhance project outcomes and improve system functionalities.

Software Engineering Object Oriented Programming DataBase Systems Artificial Intelligence Teamwork Problem Solving Analytical Thinking

Education

Degrees, certifications, and relevant coursework

University of Technology of Compiègne

Master Degree, Machine Learning and Optimization

2021 -

Mastered advanced techniques in Linear Programming and Optimization, Classical Machine Learning and Deep Learning, Scheduling and Complexity, and Uncertainty, Belief Functions.