Zeinab Taghavi
Master of Artificial Intelligence and Robotics, AI Research Assistant
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Research Interests
- Natural Language Processing
- Natural Language Understanding
- Cognitive Science
- Computational Psycholinguistics
Education
Sharif University of Technology (2021 - Present)
Master of Artificial Intelligence and Robotics
Cumulative GPA: 17.81/20
Alzahra University (2016 - 2020)
Bachelor of Computer Engineering
Cumulative GPA: 17.94/20 (Last two years)
Experiences
Research Assistant (Sep 2021 - Present)
SLPL
Researching Language Models with a focus on psycholinguistic aspects of computation and studying human learning based on psychological theories, such as Freudian ideas.
Supervisor: Prof. H. Sameti
Natural Language Processing Intern (Nov 2020 - May 2021)
Sharif Accelerator
Conducting research on text multi-label classification using deep neural networks.
Research Assistant (Aug 2019 - Feb 2020)
Alzahra Computer Engineering Faculty in collaboration with ToobaTech Company
Researching in the field of computer vision and machine learning for my bachelor's final project, working on making historical manuscripts searchable for Tehran University Library.
Computer Vision Intern (Jun 2019 - Aug 2019)
ToobaTech Company
Developing and implementing image processing algorithms as a pre-processing step to increase OCR process accuracy for old textual documents for Tehran University Library.
ETL Developer Intern (Nov 2018 - May 2019)
ToobaTech Company
Designing and developing ETL processes for data integration.
Academic Experience
Teacher Assistant
- Natural Language Processing (Head TA), Spring 2023, Instructor: A. Asgari
- Artificial Intelligence (Head TA of NLP Section), Spring 2023, Instructor: H. Rohban
- Machine Learning, Spring 2023, Instructor: H. Beigy
- Deep Learning, Spring 2023, Instructor: M. Soleymani
- Natural language processing, Fall 2022, Instructor: A. Asgari
- Artificial Intelligence (Head TA), Spring 2020, Instructor: R. Azmi
- Data Structure (Head TA), Spring 2018, Instructor: M. Gholizad
Mentoring and Workshops
- Cracking the Code: A Workshop on Prompt Engineering and LanguageChain, May 2023, Instructor: Sharif Datadays
- Building Better Systems: The Role of Prompt Engineering and LanguageChain, Apr 2023, Instructor: Sharif WSS
- Transformers, Apr 2023, Instructor: Sharif Computer Engineering Department
- Pytorch, Mar 2023, Instructor: Sharif Computer Engineering Department
- Pytorch, Feb 2023, Instructor: Sharif Computer Engineering Department
- Speech Processing, Feb 2022 - Sep 2022, Instructors: SLPL in collaboration with Hamrah Academy
Other Projects
-
Text Area Detection in Printed Documents with Transfer Learning
Bachelor Project Associated with Toobatech
Developing an approach for detecting text areas in printed documents using transfer learning. This project is a part of the Resolution Enhancement Main project at Toobatech. -
Resolution Enhancement
Bachelor Project Associated with Toobatech
Working on a larger project at Toobatech which focuses on improving the resolution of historical manuscripts using advanced computer vision and machine learning techniques. -
Handwriting Manuscript Line and Segment Detection and Storage (Persian and Arabic Manuscript)
Bachelor Project Associated with Toobatech
Developing a system to detect and store lines and segments in handwritten Persian and Arabic manuscripts, enabling easier access and analysis of historical documents.