The authors relate how the data science team at Sanofi’s Toronto, Canada, pharmaceutical manufacturing site moved from a reactive to a proactive operational mode to enhance data analytics and increase efficiency. They describe the prescriptive analytics solution they developed to significantly reduce reaction times when manufacturing issues occur. Their live data analytics engine accommodates various modeling approaches and performs additional data mining.
Article
Sanofi’s Move Toward Prescriptive Data Analytics
Posted April 1, 2022 | Industry | Technology | Amplify
About The Author
Hossein Sahraei is Deputy Director of Process Analytics on the data science team at Sanofi (Toronto, Canada). He has experience in implementing mathematical models, system optimization, machine learning, and data analytics in the pharmaceutical, retails, and energy sectors. Dr. Hossein’s mission is to develop an automated and scalable prescriptive analytics framework to promote data-driven decision making in vaccine manufacturing areas. He… Read More
Ramila Peiris is Head of Data Science at Sanofi (Toronto, Canada), where he provides strategy and vision for data engineering and advanced modeling solutions. He has an extensive background in the development and application of data science solutions and has spent more than 15 years working in pharmaceutical, water, and specialty chemicals industries. Dr. Peiris is passionate about developing high-performance data science teams, driving… Read More
Olivier Moureau is Global Head of Performance and Data Science for Manufacturing Technology at Sanofi Vaccines. He leads a global multi-skilled team aimed at supporting process industrialization and manufacturing by providing data science expertise in process optimization, monitoring, and modeling. Mr. Moureau is an engineer with a statistics background and has worked at Sanofi in the data science field for more than 15 years. Previously, he… Read More
Natalija Jovanovic is Global Head of Digital at Sanofi Vaccines. She leads a global cross-functional team in applying a variety of digital solutions and methods toward an ambitious mission: a world in which no one suffers or dies from a vaccine-preventable disease. Dr. Jovanovic has extensive experience in delivering a wide range of digital solutions at global insurer AIG and as VP of Innovation at Brown Brothers Harriman, a global commercial… Read More
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