• Implemented a nonlinear monotone classification model by combining the Choquet Integral, a concept from decision theory, with logistic regression to model interactions between variables.
• Managed and developed scalable pipeline solutions for multi-channel performance data analysis and visualization.
• Designed ML-based clustering and time-series forecasting pipelines, considering seasonalities through high-performance optimization algorithms.
• Strategically developed a dedicated product catalog for MarTech-specific products and scalable dashboard pricing solutions.
• Conducted strategic data analysis for pitch preparation and supported internal innovation through AI-based content generation and prompt engineering guide creation.
• Implemented automation mechanisms for processing, visualizing, and interpreting large data sets using MS SQL Server, MS Azure Data Factory, Snowflake Data Lakes, and Python.
• Supported technical research and strategic initiatives in the field of future-oriented semiconductor technology, including PowerPoint presentation generation.