By Saeed Mirshekari
Jun 28, 2023
Introduction
The field of data science is constantly evolving, with talented individuals pushing the boundaries of innovation and making significant contributions. In this article, we highlight ten rising stars in data science who have showcased promising potential and are making their mark in the industry. From groundbreaking research to impactful applications, these individuals are shaping the future of AI. Let's delve into their main contributions, current roles, and companies, along with links to their websites for further exploration.
1. Anima Anandkumar
Website: Anima Anandkumar
Anima Anandkumar is a leading researcher in machine learning and deep learning. Her work includes tensor factorization techniques and optimization algorithms, advancing the fields of computer vision and signal processing.
Current Role & Company: Bren Professor at Caltech and Director of ML Research at NVIDIA.
2. Emily Fox
Website: Emily Fox
Emily Fox has made notable contributions to Bayesian nonparametric methods and probabilistic modeling. Her research focuses on developing algorithms for large-scale data analysis, sparsity, and high-dimensional statistics.
Current Role & Company: Associate Professor at the University of Washington and Senior Principal Research Scientist at Apple.
3. Abhishek Thakur from Kaggle Grandmasters:
Website: Abhishek Thakur
Kaggle competitions have unearthed several rising stars in data science, including individuals like Abhishek Thakur, Marios Michailidis, and Bojan Tunguz. Kaggle Grandmasters are individuals who excel in data science competitions, demonstrating exceptional skills in various domains. Their contributions include developing novel models, algorithms, and techniques to solve complex problems.
Current Role & Company: Diverse backgrounds in academia, industry, and freelance data science work.
4. Sisi Ma
Website: Sisi Ma
Sisi Ma is known for her work in anomaly detection and interpretable machine learning. Her research focuses on developing algorithms that enable understanding and explainability in complex data-driven models.
Current Role & Company: Research Scientist at Google Brain.
5. Sebastian Ruder
Website: Sebastian Ruder
Sebastian Ruder is a rising star in the field of natural language processing (NLP) and transfer learning. His work on the ULMFiT approach has significantly advanced the field, enabling effective transfer learning in NLP tasks.
Current Role & Company: Research Scientist at DeepMind.
6. Laura Leal-Taixé
Website: Laura Leal-Taixé
Laura Leal-Taixé has made significant contributions to computer vision, particularly in multi-object tracking. Her research focuses on developing robust algorithms for tracking objects in complex real-world scenarios.
Current Role & Company: Professor at the Technical University of Munich.
7. Danilo Rezende
Website: Danilo Rezende
Danilo Rezende is a rising star in deep reinforcement learning, with research centered around improving the stability and sample efficiency of reinforcement learning algorithms.
Current Role & Company: Research Scientist at DeepMind.
8. Sarah Guido
Website: Sarah Guido
Sarah Guido is a prominent data scientist who has made notable contributions to machine learning and data science applications across various industries. Her work emphasizes practical and ethical approaches to data-driven decision-making.
Current Role & Company: Senior Data Scientist at Netflix.
9. Fei-Fei Li
Website: Fei-Fei Li
Fei-Fei Li is a renowned computer scientist specializing in computer vision and machine learning. Her research has significantly advanced the fields of visual recognition, image classification, and object detection, leading to breakthroughs in understanding and interpreting visual data.
Current Role & Company: Co-Director of the Stanford Institute for Human-Centered Artificial Intelligence (HAI) and Co-Founder of AI4ALL.
10. Cassie Kozyrkov
Website: Cassie Kozyrkov
Cassie Kozyrkov is known for her expertise in data science and decision-making. As Google's Chief Decision Scientist, she advocates for responsible and ethical data-driven decision-making practices.
Current Role & Company: Chief Decision Scientist at Google.
Conclusion
These ten rising stars in data science have demonstrated exceptional talent and made noteworthy contributions to the field. From advancing machine learning algorithms to applying data science in diverse domains, they are shaping the future of AI. Exploring their websites and research can provide further insights into their contributions, enabling us to witness the exciting progress being made in the world of data science.
Note: Please keep in mind that the roles and affiliations mentioned are based on information available up until September 2021, and they may have changed since then.
In O'Fallon Labs we help recent graduates and professionals to get started and thrive in their Data Science careers via 1:1 mentoring and more.
Saeed Mirshekari, PhD
Saeed is currently a Director of Data Science in Mastercard and the Founder & Director of O'Fallon Labs LLC. He is a former research scholar at LIGO team (Physics Nobel Prize of 2017). Learn more about Saeed...