Margarita Geleta

Associate Member at Sigma Xi, The Scientific Research Honor Society
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Contact Information
us****@****om
(386) 825-5501
Location
Berkeley, California, United States, US
Languages
  • Русский (Russian) Native or bilingual proficiency
  • Español Native or bilingual proficiency
  • Català Native or bilingual proficiency
  • English Full professional proficiency

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Credentials

  • TOEP
    UC Irvine
    Mar, 2022
    - Nov, 2024
  • First Certificate in English (FCE)
    Cambridge Assessment English
    Jul, 2014
    - Nov, 2024
  • TOEFL iBT
    ETS
    Nov, 2020
    - Nov, 2024

Experience

    • United States
    • Non-profit Organizations
    • 1 - 100 Employee
    • Associate Member
      • Jan 2023 - Present

    • United States
    • Research
    • 100 - 200 Employee
    • Graduate Student Researcher
      • Aug 2022 - Present

      NI Lab, co-advised by Stanford University. NI Lab, co-advised by Stanford University.

    • United States
    • Software Development
    • 700 & Above Employee
    • Applied Scientist Intern
      • May 2023 - Aug 2023

    • United States
    • Software Development
    • 700 & Above Employee
    • Applied Scientist Intern
      • Jun 2022 - Aug 2022

    • United States
    • Higher Education
    • 700 & Above Employee
    • Teaching Assistant
      • Jan 2022 - Jun 2022

      • Teaching Assistant in CS175 (Project in AI).

    • Graduate Student Researcher
      • Oct 2021 - Jun 2022

    • United States
    • Higher Education
    • 700 & Above Employee
    • Research Assistant
      • Jun 2021 - Sep 2021

      • Explored Variational and Discrete-Space (Multi-Bernoulli and Vector-Quantized) Autoencoders for the purpose of Single Nucleotide Polymorphisms (SNP) data compression and developed a complete pipeline for SNP datasets compression.

    • Research Intern
      • Feb 2021 - Jun 2021

      • Worked on my Bachelor thesis on unsupervised learning methods with application in genomics, at Bustamante Lab @ Stanford's School of Medicine.

    • Spain
    • Strategic Management Services
    • 1 - 100 Employee
    • President
      • Sep 2020 - Sep 2021

    • Vice President
      • Mar 2019 - Sep 2020

      · Member of the Board of Directors (Vice President and Secretary) of JEDI Junior Enterprise. · Teaching assistant for Machine Learning and Python course (40 h) July 2019. · Machine Learning teacher (40 h) February 2020. · Organized bimonthly workshops on Tech topics with +20 attendees. · Ran introductory R language workshop.

    • RL Lab Assistant
      • Jul 2021 - Jul 2021

      • Assisted 4 lab sessions (6 h) on Reinforcement Learning @ Postgraduate Course in Artificial Intelligence with Deep Learning, Edition 2021. • Assisted 4 lab sessions (6 h) on Reinforcement Learning @ Postgraduate Course in Artificial Intelligence with Deep Learning, Edition 2021.

    • Spain
    • IT Services and IT Consulting
    • President
      • Oct 2020 - Jul 2021

    • Board Of Directors
      • Oct 2018 - Oct 2020

      · Co-founded FIB Visiona association, in charge of connecting UPC students with Tech companies. · Member of the Board of Directors (Secretary) of the FIB Visiona association. · Directed 10-people team for the first edition of the FIB Visiona career fair with more than 200 attendees, 126 recruiters and $100,000 in sponsorships raised.

    • Spain
    • Research Services
    • 700 & Above Employee
    • Deep Learning Researcher
      • Sep 2020 - Mar 2021

      • Led pioneering research in multimodal deep steganography for hiding images within audio (within earshot hearing range). • Investigated Deep Learning architectures for Audio Steganography and trained an Audio Autoencoder using Short-Time Cosine Transform for Audio Feature Extraction and implemented classic Audio Steganography methods from the psychoacoustic approach – LSB algorithm, Phase Coding and Echo Hiding. • Led pioneering research in multimodal deep steganography for hiding images within audio (within earshot hearing range). • Investigated Deep Learning architectures for Audio Steganography and trained an Audio Autoencoder using Short-Time Cosine Transform for Audio Feature Extraction and implemented classic Audio Steganography methods from the psychoacoustic approach – LSB algorithm, Phase Coding and Echo Hiding.

    • France
    • Non-profit Organizations
    • 1 - 100 Employee
    • Partnerships Manager
      • Sep 2020 - Nov 2020

    • Spain
    • Software Development
    • 1 - 100 Employee
    • Designer
      • Mar 2019 - Feb 2020

      · Led brand redesign in 30-person team for HackUPC 2019, Spain’s largest student hackathon with 700 attendees. Designed web, merchandising and social network post templates. · Led brand redesign in 30-person team for HackUPC 2019, Spain’s largest student hackathon with 700 attendees. Designed web, merchandising and social network post templates.

Education

  • University of California, Berkeley
    Doctor of Philosophy - PhD, Computer Science
    2022 - 2027
  • UC Irvine
    PhD Program - Transferred, Computer Science
    2021 - 2022
  • Universitat Pompeu Fabra - Barcelona
    Google Analytics, Digital Analytics
    2019 -
  • Universitat Politècnica de Catalunya
    Bachelor's degree, Data Science and Engineering

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