Adriana-Eliza Cozma

Data Science
Data Science
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Dynamic and results-driven Data Scientist with a strong background in research engineering and machine learning. Skilled in leveraging deep learning techniques to solve complex problems in speech synthesis and reinforcement learning. Experienced in collaborating with industry leaders like Sony and academic institutions to advance AI technologies.

Skill

Experience

Vetting results

Data Science

7
yr.
Python;Deep Learning;LLM;Machine Learning;

Certifications

Experience

Skills

Work Experience

Data Scientist, Grab, 2021 - present

  • Contribute to the Machine Learning Group at Grab, focusing on developing AI-driven solutions to enhance user experiences and operational efficiency.
  • Apply advanced machine learning algorithms to analyze large datasets and derive actionable insights for business decision-making.
  • Collaborate with cross-functional teams to deploy scalable machine learning models that optimize Grab's services.

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Research Engineer, Bosch Center for Artificial Intelligence (BCAI), 2018 - 2021

  • Led research initiatives in the Deep Learning Group at BCAI, specializing in speech synthesis using convolutional neural networks (CNNs).
  • Developed novel algorithms and models to improve speech recognition and synthesis technologies.
  • Published research findings in leading journals and conferences, contributing to the advancement of AI research in industry.

    • Master Thesis Student, Robert Bosch GmbH, Bosch Center for Artificial Intelligence, 2017 - 2018

  • Conducted research within the Deep Learning Group on reinforcement learning, focusing on policy search algorithms.
  • Implemented and evaluated algorithms to optimize robotic control systems, demonstrating significant improvements in performance.

    • ‍

    Intern, Sony, 2017 - 2017

  • Contributed to the Speech and Sound Group, researching raw speech synthesis using convolutional neural networks (CNNs).
  • Collaborated with engineers to prototype and test new speech synthesis algorithms for potential integration into Sony's products.

    • Student Research Assistant, University of Stuttgart, 2016 - 2016

    • Assisted in research within the Machine Learning & Robotics Laboratory, focusing on reinforcement learning and policy search algorithms.
    • Implemented algorithms and conducted experiments to evaluate performance in robotic control tasks.

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    Adriana-Eliza Cozma

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