Michael Stein is a Head of Data and Insights at Yousician. He possess expertise in signal processing, algorithms, audio processing, machine learning, software development and 9 more skills. He is proficient in Dutch and English. Colleagues describe him as "Having had the privilege of collaborating with Michael Stein between 2021 and 2023, I can attest to his exceptional skills in the world of data, leadership, and team management. Michael possesses a unique ability to bridge the gap between data expertise and diverse professional backgrounds, making him a standout asset for any team. I first met Michael when he attended a sales workshop with my sales team at Native Instruments. What immediately struck me was his profound understanding of data and processes. More impressively, he demonstrated an uncanny knack for connecting with people from different walks of life and helping them see the relevance of data in their respective fields. He didn't just impart knowledge; he fostered a deeper appreciation for data-driven insights. One of Michael's standout skills is his adeptness at leading meetings, both in virtual and physical settings. He has a talent for turning these interactions into engaging and insightful sessions. Michael ensures that every team member feels valued and heard, encouraging active participation. This approach not only makes meetings enjoyable but also yields high-quality outputs that drive projects forward. His knack for creating an environment where diverse voices can contribute to innovative ideas and effective problem-solving is truly remarkable. In addition to his data and leadership prowess, Michael is also a great manager for his team and, more importantly, a great human being. He goes above and beyond to support his colleagues, foster a positive work environment, and inspire everyone around him. In summary, Michael Stein is not just a data scientist; he's a versatile collaborator, a leader, and a remarkable manager who brings out the best in people and projects. His ability to relate to individuals from various backgrounds, combined with his leadership in virtual meetings, makes him an invaluable asset. I wholeheartedly endorse Michael for his exceptional skills, leadership qualities, and the positive impact he brings to every collaboration." and "If you're in the hunt for a data scientist who's as rooted in R&D as they are capable of mining gold from data for new growth opportunities, your search can comfortably end with Michael Stein. Michael and I first crossed professional paths in 2021 on a collaborative project and by 2022, he was directly reporting to me. That journey was not just a series of calendar markings, but a testament to the talent he continuously demonstrated. Throughout his career Michael navigated from signal processing to machine learning, before diving deep into the nuances of data science. What sets him apart are his extraordinary mathematical and engineering skills blended with a savvy understanding of products, customer behavior, and business processes.  He's highly skilled in planning, executing, and successfully completing data projects. Adept in machine learning, algorithm development, pattern recognition, and information retrieval, he also brings a rich history of research and development to the table. His competence extends into data mining, signal processing, and scrum methodologies. Proficient in C++ and software development, Michael also has a solid grounding in computer science, making him a multifaceted asset to any team. His skills are nothing but impressive. He has an uncanny ability to bring structure to data from extremely unstructured contexts—crafting high-quality business solutions, visualizations, and software. His meticulous attention to detail doesn't sideline the bigger picture. Instead, he combines his precision with creativity and critical thinking to consistently deliver standout results. In short, he's a high performer who's mastered the art of simplicity in complexity. Michael's contributions to data mining led to the initiation of eight growth studies, most of them offering enormous business potential. He's also shown exemplary leadership in developing our data analytics team, further nurturing its talents and capabilities. Under his stewardship, the team successfully integrated Scrum and Design Thinking methodologies, enhancing our operational efficiency. His initiative has been instrumental in the launch of multiple actionable dashboards that have become essential tools within our organization. Beyond these achievements, he has catalyzed numerous revenue-driving initiatives through innovative data mining and reprocessing techniques. Moreover he developed and refined recommendation algorithms for our marketing automation efforts. Michael and I have become friends over the years. We share the interest for science and human psychology but even more importantly we are both passionate about music and design. Michael Stein is a powerhouse of a data scientist with far more than just "above-average" mathematical and analytical acumen. If you're on the lookout for someone who can revolutionize your R&D, develop high performing algorithms, or transform data into tangible business results, pause your search—you've found your match."