Machine Learning Engineer

With a Bachelor's in Industrial Engineering from Hochschule Fresenius and roles at Axel Springer/Deloitte, I've mastered technologies like Python and AWS. As Co-Founder and Chief AI Officer at Cultway GmbH, I've pioneered AI software solutions.

• Amazon Web Services (AWS)
• Cloud Computing
• Data Science
• Maschinelles Lernen
• Natural Language Processing (NLP)
• Projektmanagement (IT)
• Python
• SQL

With a solid grounding from Hochschule Fresenius, where I earned a Bachelor of Engineering in Industrial Engineering, my career trajectory has been an exciting blend of machine learning theory and hands-on application. The journey has seen me transition through roles at idealo internet GmbH, Deloitte, and AllCloud, acquiring a robust skill set in technologies like Python, PySpark, SQL, PyTorch, Keras, and a comprehensive suite of AWS Services.

At AllCloud, I was instrumental in co-developing a data platform utilizing AWS services and Apache Airflow, which is a testament to my skills in managing AWS-centric data platforms. My tenure at Deloitte was marked by contributing to a team-designed NLP system on Amazon SageMaker, showcasing my adeptness with AWS SageMaker among other AWS services. My venture into real-time language translation and AI-powered translation platforms further underscores my ability to innovate and drive efficiency in practical AI applications.

As a Co-Founder, Machine Learning Engineer, and Chief AI Officer at Cultway GmbH, I've spearheaded the development of software that transforms user text input into high-quality presentation slides and animated, voiced videos. This project, alongside my prior experience in developing a financial assistant using the OpenAI API, highlights my knack for creating intelligent software and MVPs that cater to real-world needs.

My AWS Certified Solutions Architect - Associate and AWS Certified Data Analytics - Specialty certifications, alongside my vast experience in deploying scalable AWS-centric solutions, underscore my expertise and readiness to tackle complex projects within the AWS ecosystem. I am keen on bringing my machine learning acumen, AWS expertise, and innovative mindset to your team, ensuring your projects benefit from cutting-edge AI solutions and AWS best practices.

Technologies: Python, PySpark, SQL, PyTorch, Keras, AWS Services, Docker, Apache Airflow, MLflow, Flask, FastAPI, Swagger, Git, Bitbucket & Jira, DVC, Poetry, BentoML

Python Packages: Scikit-Learn, TensorFlow, Keras, NumPy, Pandas, Matplotlib, Fbprophet

Concepts: Strong grasp of APIs, Object-oriented Programming, Agile Frameworks, Statistical Analysis, Linear and Logistic Regression, Linear Algebra, and Unsupervised/Supervised Learning concepts.

Languages: Multilingual in German (native), Polish (native), and English (CEFR C1.1).