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Home Insights All authors Szymon Marszalkowski
Szymon Marszalkowski

Szymon Marszalkowski

Senior Data Scientist

Experienced AI Engineer with over 10 years of expertise in Machine Learning, particularly Speech AI, including ASR, TTS, and NLP technologies. Skilled in leading multidisciplinary teams to design and deploy production-grade AI systems using SoTA architectures. Proven track record in developing scalable solutions, optimizing models for performance, and integrating advanced features such as voice cloning and multilingual processing. Proficient in deep learning frameworks such as TensorFlow and PyTorch, with extensive experience in API development and system optimization.

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AI demand forecasting model comparison visualization showing pixelated human figures with data blocks representing Time Series Foundation Models and predictive analytics
Article
Time-series foundation models: AI demand forecasting comparison
Artificial intelligence
Digital engagement
IoT and edge computing
+2
Article Time-series foundation models: AI demand forecasting comparison

Predictive analytics is undergoing a major transformation. This AI demand forecasting model comparison reveals significant performance gaps between traditional and modern approaches. Demand forecasting has long guided decisions in retail and manufacturing, but today’s data volumes and volatility ar...

Artificial intelligence
Digital engagement
IoT and edge computing
+2

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