Shayan Vassef

Shayan Vassef Email and Phone Number

Graduate Research Assistant @ University of Illinois Chicago
Chicago, IL, US
Shayan Vassef's Location
Chicago, Illinois, United States, United States
About Shayan Vassef

I'm Shayan Vassef, a first-year Ph.D. student at the University of Illinois at Chicago. My main interests are Natural Language Processing, Machine learning, Optimization, and Signal Processing. Specifically, I'm interested in (Multi-Modal & Multi-Task & Continual, and active) learning and how to robust, interpret, and improve the model's performance using these learning techniques in two primary applications:1. Healthcare: I'm overly fond of applying Clinical NLP and text-mining approaches to medical data to assist patients and improve their well-being.2. Social media: The topics that intrigue me the most regarding social media analysis include but are not limited to people's similarities, Wikipedia category ranking, detecting misinformation on social media, and so forth. As for my extra-academic activities, I love to create helpful tutorials based on my interests to share the experiences I accumulated with others.

Shayan Vassef's Current Company Details
University of Illinois Chicago

University Of Illinois Chicago

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Graduate Research Assistant
Chicago, IL, US
Shayan Vassef Work Experience Details
  • University Of Illinois Chicago
    Graduate Research Assistant
    University Of Illinois Chicago
    Chicago, Il, Us
  • University Of Illinois Chicago
    Graduate Research Assistant
    University Of Illinois Chicago Sep 2023 - Present
    Chicago, Illinois, United States
    I am currently researching the process of tracing an AI model's predictions back to its training data. My aim is to find ways to identify the significance of specific subsets of training data in relation to a particular prediction. I am also exploring methods to approximate the neural network's black box and gain a better understanding of the inner workings of the model.
  • University Of Tehran
    Teaching Assistant
    University Of Tehran Jan 2023 - Sep 2023
    Signal and SystemsExperience: Computer assignments' designer / Grader
  • University Of Tehran
    Head Ta
    University Of Tehran Aug 2022 - Jan 2023
    Intelligent systemsExperience: Project/HW Designer/Grader
  • University Of Tehran
    Head Ta
    University Of Tehran Aug 2022 - Jan 2023
    Operational research (OR)Experience: Project Designer/Grader
  • University Of Tehran
    Teaching Assistant
    University Of Tehran Aug 2022 - Jan 2023
    Probability and statisticExperience: Project Designer/Grader
  • University Of Tehran
    Teaching Assistant
    University Of Tehran Feb 2022 - Jul 2022
    Machine LearningExperience: Project Designer/Grader
  • University Of Tehran
    Teaching Assistant
    University Of Tehran Feb 2022 - Jul 2022
    InstrumentationExperience: Quiz/project Grader
  • University Of Tehran
    Teaching Assistant
    University Of Tehran Feb 2022 - Jul 2022
    Signals and SystemsExperience: Matlab/Mathematica Instructor - Computer Assignments Designer/Grader
  • University Of Tehran
    Teaching Assistant
    University Of Tehran Sep 2021 - Feb 2022
    Probability and StatisticsExperience: Python Instructor - Computer Assignment's Designer/Grader
  • University Of Tehran
    Teaching Assistant
    University Of Tehran Sep 2021 - Feb 2022
    Machine LearningExperience: Quiz Designer/Grader
  • University Of Tehran
    Teaching Assistant
    University Of Tehran Sep 2021 - Feb 2022
    Signals and SystemsExperience: Python Instructor - Computer Assignment's Designer/Grader
  • School Of Electrical And Computer Engineering, University Of Tehran
    Research Assistant
    School Of Electrical And Computer Engineering, University Of Tehran Jun 2022 - Aug 2023
    During my time at the Natural Language Processing Laboratory, I conducted research on several topics. These included:- The use of Multi-Task/Multi-Lingual/Multi-Source learning for three language tasks (Paraphrasing, Textual Entailment, and Sentiment Analysis). This approach outperformed Single-task/Single-Lingual/Single-Source learning in terms of test set performance and robustness.- The identification of "Samples of interest," which are samples with unique learning patterns in both single and multi-task approaches. These samples played a crucial role in interpreting our results.- The exploration of 6 different types of fine-tuning, which included different fine-tuned data, modes of training (single/multi), and pre-trained weights.- The implementation of a smart data augmentation method that utilized "Samples of interest" and ChatGPT to further enhance our results.

Shayan Vassef Education Details

Frequently Asked Questions about Shayan Vassef

What company does Shayan Vassef work for?

Shayan Vassef works for University Of Illinois Chicago

What is Shayan Vassef's role at the current company?

Shayan Vassef's current role is Graduate Research Assistant.

What schools did Shayan Vassef attend?

Shayan Vassef attended University Of Tehran, University Of Illinois Chicago.

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