Maxim Kalpin
@maximkalpin
Data Engineer with expertise in AI/ML and data architecture.
What I'm looking for
I am a dedicated Data Engineer with a strong foundation in AI and machine learning, currently enhancing data architecture at MacroArray Diagnostics GmbH. My role involves developing efficient data orchestration and ETL pipelines, as well as building AI/ML infrastructure for continuous model training and data science workflows. I take pride in creating high-quality documentation that addresses diverse data needs across various functions.
Previously, I served as a Data Manager and Data Engineer at the Medical University of Vienna, where I contributed to international cancer research projects by optimizing databases and automating quality checks within ETL pipelines. My experience also includes an internship as a Machine Learning Engineer at Progius, where I improved document categorization accuracy and developed NLP pipelines for legal applications. I am passionate about leveraging data to drive insights and improve decision-making.
Experience
Work history, roles, and key accomplishments
Data Engineer
MacroArray Diagnostics GmbH
Mar 2025 - Present (2 months)
Enhanced and maintained data architecture for accessible and efficient processing, developing data orchestration and ETL pipelines. Built AI/ML infrastructure for continuous model trainings and data science workflows, while also developing high-quality system and architecture documentation. Built cloud architecture using Azure services including DevOps, Docker, VMs, Blob Storage, Fabric, and Airfl
Data Manager & Data Engineer
Medical University of Vienna
Mar 2024 - Mar 2025 (1 year)
Managed and engineered data for international cancer research projects, including data validation pipelines and database optimizations. Improved predictive modeling for clinical results and lab workflow optimization, providing data-driven insights and outcome forecasting. Performed DevOps tasks such as system management, database setup, and CI/CD integration.
Machine Learning Engineer (Internship)
Progius
Oct 2023 - Mar 2024 (5 months)
Enhanced document categorization accuracy by 20% for legal AI applications, streamlining case management. Trained and deployed LLAMA models for secure, on-premises client use, ensuring data privacy and compliance. Developed NLP pipelines for contract analysis, clause extraction, and legal risk assessment, integrating AI-driven knowledge retrieval systems for faster legal research.
Data Scientist (Internship)
Foreo
Jul 2023 - Oct 2023 (3 months)
Aggregated over 50,000 customer reviews using advanced data scraping and text mining techniques. Conducted sentiment analysis with transformer models, uncovering key product preferences and trends. Delivered actionable, data-driven insights to guide product development and marketing strategies, enhancing customer satisfaction.
Machine Learning Engineer
Other Projects
Nov 2022 - Jul 2023 (8 months)
Built a custom voice assistant for smart home systems, incorporating speech recognition and natural language understanding. Performed data mining across multiple sources for dataset creation, improving predictive modeling and behavior analysis.
Education
Degrees, certifications, and relevant coursework
Johannes Kepler University
Bachelor of Artificial Intelligence, Artificial Intelligence
Studied the fundamentals of artificial intelligence, including machine learning, deep learning, and natural language processing. Gained expertise in developing AI solutions and understanding their applications.
Availability
Location
Authorized to work in
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