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Leyla Caglar, Ph.D. Email & Phone Number
Postdoctoral Research Fellow
at
Windreich Department of Artificial Intelligence and Human Health
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Role
Postdoctoral Research Fellow
Location
Brooklyn, New York, United States
Who is Leyla Caglar, Ph.D.? Overview
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Leyla Caglar, Ph.D. is listed as Postdoctoral Research Fellow at Windreich Department of Artificial Intelligence and Human Health, based in Brooklyn, New York, United States. AeroLeads shows a matched LinkedIn profile for Leyla Caglar, Ph.D..
Leyla Caglar, Ph.D. previously worked as Postdoctoral Research Associate - Concepts, Actions, and Objects Lab at Carnegie Mellon University and Postdoctoral Research Fellow - Perception and Recognition of Objects and Actions Lab at Universidade De Coimbra. Leyla Caglar, Ph.D. holds Doctor Of Philosophy (Ph.D.) - Psychology (Computational Neuroscience), Summa Cum Laude from Rutgers University - Newark.
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Windreich Department of Artificial Intelligence and Human Health
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Profile bio
About Leyla Caglar, Ph.D.
I'm a research scientist with 13 years of a collaborative and interdisciplinary background of spearheading end-to-end research projects in machine learning, computational cognitive neuroscience, linguistics, and cognitive development. Excellent analytical and programming skills with a track-record of designing and developing innovative AI-based tools. Enthusiastic about neural decoding, mechanistic interpretability, and AI transparency & safety.*PhD and Postdoc in computational cognitive neuroscience*Masters degree in Linguistics*9 years of data science and computational and mathematical modeling*Passionate about information representation, neuromotorics, and AI interpretability and transparency *13 years of autonomous and interdisciplinary research experience in computational cognitive neuroscience, cognitive science, cognitive development, and linguistics*Excellent problem-solving, project management, presentation, writing, and communication skills*Fully proficient in 3 languages and competent in a few more o Programming: Python (PyTorch, TensorFlow, PsychoPy, NumPy, Pandas, Scikit-Learn), R (dplyr, tidyr) MATLAB, Shell, Git, Jupyter Notebooko Machine Learning: computer vision and large language models (LLMs), manifold learning, representational geometry, regression, classification, and other supervised & unsupervised ML methodso Statistical Methods: Large-scale neural data analysis, graph theory (functional & effective connectivity, graph-theoretic clustering methods), multivariate and high-dimensional statical testing, data visualizationo Research methods: fMRI, human psychophysics, online experiments and surveys (Mechanical Turk, Qualtrics)
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Leyla Caglar, Ph.D.'s current company
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Windreich Department Of Artificial Intelligence And Human Health
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12 roles
Leyla Caglar, Ph.D. work experience
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Postdoctoral Research Associate - Concepts, Actions, And Objects Lab
CurrentInitiated and led a research program to build an encoding model that predicts fMRI brain activity from object-associated hand kinematics.Highlights:o Novel methods for predicting componential representations of objects and pioneering of a method to decompose and reverse-engineer sensorimotor neural signals.o Mapped 4 large computer vision & language models.
Sep 2020 - Present
Postdoctoral Research Fellow - Perception And Recognition Of Objects And Actions Lab
CurrentThis is the other half of my joint postdoctoral position at Carnegie Mellon University and the University of Coimbra, consisting of the same job content.
Sep 2020 - Present
Doctoral Computational Cognitive Neuroscience Researcher
Led all aspects of 5 multidisciplinary projects focused on mechanistic interpretability of human and artificial neural networks and the properties of object representations in the brain.Highlights:o Understanding learning: Comparative modeling of learning dynamics in humans vs. shallow/deep neural networks.o Understanding representation: Computational.
Sep 2015 - Aug 2020
Teaching Assistant
Taught, evaluated, and provided feedback on the lab sections of 200+ undergraduate students in statistics, experimental methods, and Psychology over 6 semester.Undergraduate courses taught:1) Statistical Methods for the Cognitive and Behavioral Sciences (Undergraduate; 4 semesters). 2) Experimental Methods for the Cognitive and Behavioral Sciences..
Sep 2016 - May 2019
Lab Manager
Research Scientist & Lab Manager of the Computational Cognitive Development Lab in the Psychology Department.Built and managed a team of 15 researchers and established 20+ long-term collaborators while running 5 research with 100+ children on children’s causal reasoning to inform learning and psychometric assessments, resulting in 3 publications.
Oct 2013 - Sep 2015
Research Fellow
Research Fellow in the Cognitive Science DepartmentDesigned and executed experimental studies of cognitive development and language acquisition with 60+ children, resulting in a research paper, 2 invited talks, 1 conference presentation, & an international workshop organization.
Oct 2012 - Jul 2013
Visiting Researcher
Designed and conducted experiments with 60+ children (ages 4-6) within the field of cognitive development and language acquisition.
Feb 2013 - Apr 2013
Visiting Researcher
Independently managed all aspects of a research project collecting confidential speech data from individuals diagnosed with PTSD to model linguistic features of trauma-related speech using information theory and Zipf’s law.
May 2012 - Aug 2012
Visiting Researcher
- Research topic: ‘When Plurilingual Speakers Encounter Unilingual Environments. Migrants from African Countries in Vienna: Language Practices and Institutional Communication’ (PluS)
- Literature research, data collection, conduction of interviews, organization and execution of workshops, HIATO transcription, training in the use and application of the ‘Language Repertoires’ methodology
- Planning and organization of the ‘First International Colloquium on Transnational Linguistic Repertoires: Communication in Courts and Public Agencies’ (3-4 Nov. 2011, Vienna, Austria)
May 2011 - Aug 2011
Student Teaching
- Conceptualizing and Running an Honors Course, Sirius Honors Course ‘Sirius Program for Excellence in Education’
- Student-designed and student-led interdisciplinary Sirius honors course on Historical Romance Linguistics funded by the Dutch government
- Designing, conceptualizing and leading an entire class course; collaborating with other research groups and research fields; organizing lectures; organizing a public symposium,
- Individual research topic: Socio-political linguistic aspects of the spread of Latin and Vulgar Latin
- Group research topic: ‘From Vulgar Latin to the Romance Languages’
Sep 2009 - May 2010
Research Internship
- Research topics: ‘Grammatical Evidentiality Development in Turkish-German Bilingual Children’
- Literature research, research design, designing experiments, composing questionnaires
May 2009 - Jul 2009
4 education records
Leyla Caglar, Ph.D. education
Doctor Of Philosophy (Ph.D.) - Psychology (Computational Neuroscience), Summa Cum Laude
Ph.D. Student, Cognitive Neuroscience
Master Of Arts (M.A.), Linguistics
Bachelor Of Arts (B.A.), Social Sciences
FAQ
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Quick answers generated from the profile data available on this page.
What company does Leyla Caglar, Ph.D. work for?
Leyla Caglar, Ph.D. works for Windreich Department of Artificial Intelligence and Human Health.
What is Leyla Caglar, Ph.D.'s role at Windreich Department of Artificial Intelligence and Human Health?
Leyla Caglar, Ph.D. is listed as Postdoctoral Research Fellow at Windreich Department of Artificial Intelligence and Human Health.
Where is Leyla Caglar, Ph.D. based?
Leyla Caglar, Ph.D. is based in Brooklyn, New York, United States while working with Windreich Department of Artificial Intelligence and Human Health.
What companies has Leyla Caglar, Ph.D. worked for?
Leyla Caglar, Ph.D. has worked for Windreich Department Of Artificial Intelligence And Human Health, Carnegie Mellon University, Universidade De Coimbra, Rutgers University - Newark, and Central European University.
How can I contact Leyla Caglar, Ph.D.?
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What schools did Leyla Caglar, Ph.D. attend?
Leyla Caglar, Ph.D. holds Doctor Of Philosophy (Ph.D.) - Psychology (Computational Neuroscience), Summa Cum Laude from Rutgers University - Newark.
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