Lab Members

Dmitrii Smirnov

M.Sc. Student

Dmitrii Smirnov is a Senior Data Engineer/Scientist at Intercontinental Exchange, with a robust background in applied mathematics, statistics, and data science. Holding a Bachelor’s degree in Mathematical Methods in Economics from National Research Tomsk State University (Russia) and a Master’s degree in Statistics from the University of Haifa (Israel), Dmitrii brings a deep understanding of mathematical and statistical modeling to the field. He has gained diverse global experience in companies such as British American Tobacco, Deloitte, and others. 
Currently, Dmitrii is tackling research problems in the area of statistical inference for dynamic systems. His thesis, which will serve as the foundation for his PhD proposal, focuses on modeling and estimation of nonverbal synchronization, as reflected in motion energy captured by video cameras.

Tamar Gershoni

M.Sc. Student

Tamar Gershoni is a clinical data analyst and statistician with a strong background in the medical field, previously working as a registered nurse and gaining expertise in clinical research methodologies. She holds a Master’s degree in Nursing, with a thesis, and a Bachelor’s degree in Statistics from the University of Haifa. Tamar has co-authored three peer-reviewed articles, serving as the first author on two of them. Currently, she works as a clinical data analyst in the biostatistics department of a medical device company. She has extensive experience applying statistical models to identify patterns, relationships, and trends, providing insights for decision-making. Her current research focuses on the “Development of a Physics-Guided Machine Learning Model for Optimizing Ultrafiltration Rates in Hemodialysis Patients.” 

Itai Dattner

Dr. Itai Dattner

Head of SciML Lab

Dr. Itai Dattner leads the SciML Research Lab, bringing two decades of expertise in business, data science, and AI into the academic sphere as a Senior Lecturer at the University of Haifa’s Department of Statistics. His research focuses on theoretical and applied aspects of dynamical systems, fostering an interdisciplinary approach through SciML. At the onset of COVID-19, Dr. Dattner was instrumental in Israel’s analytical response, contributing his statistical acumen to the national preparedness and response strategy.

David Shulman

Dr. David Shulman

Post Doctoral Researcher

David holds a PhD in Physical Engineering and have a strong background in data science, coupled with advanced analytical skills and experience in research and development. He has a proven track record of building successful projects in the areas of machine learning, image processing, and deep learning. His expertise has also led to several publications in the field of exact sciences. 
As a self-motivated and quick learner, David is eager to apply his multidisciplinary knowledge and skills to tackle challenging R&D problems in a technology-oriented roles.

Harold Ship

Harold Ship

Phd Student

Harold is a researcher in Mathematical Optimization and Mathematical Statistics at IBM Research in Israel since 2010, holds a B.Math in Pure Mathematics from the University of Waterloo and an MSc in Information Systems from Athabasca University. His academic journey also includes an MA in the Management of Knowledge and Information from the University of Haifa, and he is currently a Ph.D. student in Mathematical Statistics at the same institution. His diverse educational background, spanning pure mathematics, information systems, and knowledge management, positions him as a versatile researcher capable of bridging theoretical and applied aspects.

Aleksandr Laskorunskyi 

PhD student

Alex pursued higher education at Haifa University, earning an M.A. degree in Statistics and is currently working toward a PhD in Statistics, focusing on the thesis titled “Model Selection for Systems of Ordinary Differential Equations.” Concurrently, he is employed as a data scientist, responsible for constructing a comprehensive data pipeline, encompassing data architecture, modeling, and visualization. This pipeline transforms vast textual data from 35+ million medical articles into dynamic dashboards, offering valuable insights to stakeholders. Alex has co-authored a paper under peer review in collaboration with the Department of Psychology.

Tamar Kleinhendler

SciML lab Research Manager

Tamar received her MA in Communications and her BA in Psychology and Communication from the University of Haifa. She is a PhD student at the Department of Communication and Journalism at the Hebrew University of Jerusalem. 
Alongside academic work, Tamar is an experienced marketing professional, with a demonstrated history of working on complex projects in the Consumer Goods & Pharmaceutical industries. Skilled in Marketing strategy, Digital Marketing, Content Development and Market Research.

Daniel Polster

Daniel Polster

Research Assistant

Daniel is in her third year at Haifa University, studying a B.Sc. in Data Science at the Department of Computer Science. Her work is at the intersection of academic theory and machine learning practice, where she contributes to research that pushes the boundaries of AI.

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Dr. Elisheva Salmon

Post Doctoral Researcher

Dr. Elisheva Salmon is a certified speech-language pathologist (SLP) with a Ph.D., specializing in developmental delays in children. She maintains a private practice where she provides therapy for children with developmental challenges. Her doctoral research focused on the acquisition of prepositions in early childhood language development.
Currently, Dr. Salmon serves as the co-chair of the Israeli Speech Language and Hearing Association (ISHLA). Previously, she chaired the association’s conference committee, demonstrating her commitment to advancing the field of speech-language pathology in Israel. 
With her blend of clinical expertise and research background, Dr. Salmon continues to contribute significantly to both the practical and academic aspects of speech and language therapy.