Mina Valizadeh

  • About ME

    Hey there! My name is Mina Valizdeh. I am a senior Machine Learning engineer at JPMorgan Chase & Co. This website is where you can find more about me!

  • Work experience

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    Senior Machine Learning Engineer

    JPMorgan Chase & Co.

    Jan. 2024 - Present

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    Data Scientist

    LinkedIn Corporation

    Jan. 2023 - Dec. 2023

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    NLP Researcher

    UIC NLP Laboratory

    2018 - 2022

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    Data Scientist Intern

    LinkedIn Corporation

    Sep. 2021 - Dec. 2021

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    Machine Learning Research Intern

    ​CCC Information Services

    May 2020 - Aug. 2020

  • Education

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    University of Illinois Chicago (UIC)

    ​ 2018 - 2022

    • Ph.D. in Computer Science
    • Research Area: Machine Learning, Deep Learning, Natural Language Processing (NLP)
    • Thesis Title: Identifying Medical Self-Disclosure in Online Platforms [Online Access]
    • Advised by Prof. Natalie Parde

     

     

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    University of Tehran (UT)

    2014 - 2018

    • Bachelor of Science in Computer Science
    • GPA: 17.53/20
    • Senior Project: Heart Sound Classification Using Machine Learning Tools.

  • Publications

    • CareCorpus: A Corpus of Real-World Solution-Focused Caregiver Strategies for Personalized Pediatric Rehabilitation Service Design. M Valizadeh, V Kaelin, M Khetani, N Parde. LREC-COLING 2024. See Publication
    • Natural Language Processing to Classify Caregiver Strategies for Participation-Focused Pediatric Rehabilitation. M Valizadeh, V Kaelin, M Khetani, N Parde. Archives of Physical Medicine and Rehabilitation.
    • What Clued the AI Doctor In? On the Influence of Data Source and Quality for Transformer-BasedMedical Self- Disclosure Detection. M. Valizadeh, X. Qian, P. Ranjbar-Noiey, C. Caragea, N. Parde, EACL 2023. See Publication              
    • Linguistic Cognitive Load Analysis on Dialogues with an Intelligent Virtual Assistant. M. Arvan, M.Valizadeh, P. Haghighat, T. Nguyen, H. Jeong, N. Parde. Proceedings of the Annual Meeting of theCognitive Science Society 2023. See Publication         
    • Effects of an intelligent virtual assistant on office task performance and workload in a noisy environment.P. Haghighat, T. Nguyen, M. Valizadeh, M. Arvan, N. Parde, M. Kim, and H. Jeong. Applied ergonomics2023. See Publication                                               
    • The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications. M. Valizadeh and N. Parde. ACL 2022. See Publication
    • Capturing and operationalizing participation in pediatric re/habilitation research using artificial intelligence: A scoping review. V. Kaelin, M. Valizadeh, Z. Salgado, JG. Sim, D. Anaby, A. Boyd, N. Parde, M. Khetani. Frontiers in Rehabilitation Sciences (Special Issue). See Publication      
    • Human Interaction with Intelligent Virtual Assistant in a Noisy Environment. P. Haghighat, T. Nguyen,M. Valizadeh, M. Arvan, N. Parde, M. Kim, and H. Jeong. In Proceedings of the Human Factors andErgonomics Society Annual Meeting 2022. See Publication            
    • Artificial Intelligence in Participation-Focused Pediatric Rehabilitation: A Scoping Review. V. Kaelin, M. Valizadeh, Z. Salgado, N. Parde, M. Khetani. Journal of Medical Internet Research (JMIR) 2021. See Publication
    • Identifying Medical Self-Disclosure in Online Communities. M. Valizadeh, P. Ranjbar-Noiey, C. Caragea, and N. Parde.  NAACL 2021. See Publication
    • S. Farzana, M. Valizadeh, and N. Parde. Modeling Dialogue in Conversational Cognitive Health Screening Interviews. LREC 2020. See Publication
    • Learning Lines with Ordinal Constraints. B. Fan, D. Ihara Centurion, N. Mohammadi, F. Sgherzi, A. Sidiropoulos, and M. Valizadeh. APPROX 2020. See Publication

  • Teaching Experience

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    Database Systems Teaching Assistant

    May. 2021- Aug. 2021

    University of Illinois Chicago

    • Teaching the design and implementation of databases for web-based applications using Java and SQL.

     

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    Computer Architecture Teaching Assistant

    Jan. 2019 - Dec. 2020

    University of Illinois Chicago

    • Teaching computer hardware; building blocks, logic gates, registers, and memory; CPU design; I/O design (using C++ and Arduino).

     

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    Engineering Camp Instructor

    May 2019 - Jul. 2019

    University of Illinois Chicago

    • Teaching different computer algorithms and programming languages such as python and C++ to more than 100 students per week from different age groups.

     

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