Margarita Geleta
Associate Member at Sigma Xi, The Scientific Research Honor Society- Claim this Profile
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Русский (Russian) Native or bilingual proficiency
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Español Native or bilingual proficiency
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Català Native or bilingual proficiency
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English Full professional proficiency
Topline Score
Bio
Credentials
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TOEP
UC IrvineMar, 2022- Nov, 2024 -
First Certificate in English (FCE)
Cambridge Assessment EnglishJul, 2014- Nov, 2024 -
TOEFL iBT
ETSNov, 2020- Nov, 2024
Experience
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Sigma Xi, The Scientific Research Honor Society
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United States
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Non-profit Organizations
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1 - 100 Employee
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Associate Member
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Jan 2023 - Present
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Berkeley Artificial Intelligence Research
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United States
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Research
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100 - 200 Employee
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Graduate Student Researcher
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Aug 2022 - Present
NI Lab, co-advised by Stanford University. NI Lab, co-advised by Stanford University.
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Amazon
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United States
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Software Development
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700 & Above Employee
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Applied Scientist Intern
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May 2023 - Aug 2023
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Amazon
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United States
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Software Development
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700 & Above Employee
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Applied Scientist Intern
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Jun 2022 - Aug 2022
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UC Irvine
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United States
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Higher Education
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700 & Above Employee
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Teaching Assistant
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Jan 2022 - Jun 2022
• Teaching Assistant in CS175 (Project in AI).
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Graduate Student Researcher
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Oct 2021 - Jun 2022
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Stanford University
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United States
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Higher Education
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700 & Above Employee
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Research Assistant
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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.
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Research Intern
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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.
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JEDI Junior Empresa
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Spain
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Strategic Management Services
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1 - 100 Employee
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President
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Sep 2020 - Sep 2021
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Vice President
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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.
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Postgraduate in Artificial Intelligence with Deep Learning - UPC School
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Spain
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Higher Education
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1 - 100 Employee
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RL Lab Assistant
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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.
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FIB Visiona
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Spain
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IT Services and IT Consulting
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President
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Oct 2020 - Jul 2021
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Board Of Directors
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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.
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Universitat Politècnica de Catalunya
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Spain
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Research Services
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700 & Above Employee
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Deep Learning Researcher
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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.
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Junior Enterprises Global
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France
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Non-profit Organizations
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1 - 100 Employee
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Partnerships Manager
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Sep 2020 - Nov 2020
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HackUPC
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Spain
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Software Development
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1 - 100 Employee
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Designer
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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.
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Education
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University of California, Berkeley
Doctor of Philosophy - PhD, Computer Science -
UC Irvine
PhD Program - Transferred, Computer Science -
Universitat Pompeu Fabra - Barcelona
Google Analytics, Digital Analytics -
Universitat Politècnica de Catalunya
Bachelor's degree, Data Science and Engineering