As a Ph.D. candidate specializing in machine learning, my primary focus is to enhance neural network efficiency through sparsity and feature selection. With over seven years of background in machine learning, deep learning, and Python, my passion lies in crafting innovative machine learning solutions designed to tackle real-world challenges. During my Ph.D., I've published several papers in top-tier machine learning conferences and journals such as MLJ, TMLR, NeurIPS, ICLR, ECML-PKDD, and IJCAI. My experiences during my Ph.D., including a research visit at the University of Cambridge and an internship at Booking.com, have strengthened my expertise, preparing me for impactful research and practical problem-solving. Please find more information at https://zahraatashgahi.github.io/.
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Data ScientistIkeaAmersfoort, Ut, Nl -
Doctoral StudentUniversity Of Twente May 2020 - Apr 2024Enschede, Overijssel, Netherlands- Seeking for computational, memory, and energy efficiency in artificial neural networks. - Developing novel and energy-efficient techniques to select features from high-dimensional data- Gaining hands-on experience with Python, PyTorch, Tensorflow, and Kears for developing and training deep learning models. -
Machine Learning Scientist InternBooking.Com Jul 2023 - Sep 2023Amsterdam, North Holland, Netherlands- Personalized Marketing: Exploring the Integration of Behavioral User Features to EnhanceDecision-Making in Marketing.- Reading and pre-processing data with PySpark- Finding relevant behavioral user features using various statistical and deep learning-based feature selection methods- Analysing the effect of adding user features on the predictive performance of several marketing tasks -
Visiting ResearcherUniversity Of Cambridge Jan 2023 - Apr 2023Cambridge, England, United KingdomInvestigating the performance of sparse neural networks in improving the prediction performance on tabular data -
Doctoral StudentEindhoven University Of Technology Oct 2019 - Apr 2020Eindhoven, North Brabant, Netherlands -
Teaching Assistant, Internet EngineeringAmirkabir University Of Technology - Tehran Polytechnic Oct 2017 - Dec 2017 -
Teaching Assistant, Computer NetworksAmirkabir University Of Technology - Tehran Polytechnic Feb 2017 - Jun 2017
Zahra Atashgahi Skills
Zahra Atashgahi Education Details
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Doctor Of Philosophy - Phd
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Deep Learning
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Artificial Intelligence
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Computer Hardware Engineering
Frequently Asked Questions about Zahra Atashgahi
What company does Zahra Atashgahi work for?
Zahra Atashgahi works for Ikea
What is Zahra Atashgahi's role at the current company?
Zahra Atashgahi's current role is Data Scientist.
What schools did Zahra Atashgahi attend?
Zahra Atashgahi attended University Of Twente, Eindhoven University Of Technology, Amirkabir University Of Technology - Tehran Polytechnic, Amirkabir University Of Technology - Tehran Polytechnic.
What skills is Zahra Atashgahi known for?
Zahra Atashgahi has skills like Mysql, Proteus, Matlab, Java Script, Data Analysis, English, Deep Learning, Cascading Style Sheets, Natural Language Processing, Html, Microsoft Office, Latex.
Who are Zahra Atashgahi's colleagues?
Zahra Atashgahi's colleagues are Cláudia Martins, Praveen Pudari, Sigrid Kjell, Alica Racká, Rosihan Ibnu Alief, Jeehye Han, Lydie Riemain.
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