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Lorena Pérez AguilarLP

Lorena Pérez Aguilar

Data Science & Communications Lead

130 €/día
Madrid, ES
3-7 años

Tiempo medio de respuesta: 1h

Acerca de Lorena

  • Español

    Bilingüe o nativo

  • Inglés

    Bilingüe o nativo

Solo teletrabajo
Lleva a cabo sus proyectos principalmente en remoto

Experiencia

  • INDRA
    Technical Team Leader - Tactical Communications (FCAS/NGWS/SIAGEN Programs)
    julio de 2024 - Hoy (1 año y 11 meses)
    Madrid, Spain
    • • Product owner of the Communications Manager System (SND-based air2air networking system) for FCAS/NGWS, leading a 25+ member multidisciplinary international team.
    • • Technical leader for next generation tactical datalinks, leading engineering planning, task allocation and progress tracking.
    • • Definition of logical and physical architectures for tactical datalinks, including the integration with antenna systems and higher layer network and mission systems.
    • • Defined product and demo roadmaps aligned with program milestones and operational needs.
    • • Led PHY layer design, from operational analysis to algorithm design, simulation and implementation.
    • • MATLAB/Simulink/HDL coder prototyping.
    • • Application of MBSE methodologies for requirements traceability and coherent system design.
  • APPLE
    System Design Engineer - Satellite and Cellular connectivity
    enero de 2022 - junio de 2024 (2 años y 5 meses)
    London, UK
    • • Performed testing, log analysis, and root-cause identification across 2G/3G, LTE, 5G, and satellite communications integrated in Apple products.
    • • Conducted research on 4G/5G technologies to identify optimization opportunities. Submitted IDFs based on approaches like AI/ML.
    • • Developed python-based automation tools for log analysis and device configuration.
    • • Trained and led a team of 4 engineers across Europe for satellite communication testing.
    • • Designed test cases for cellular and satellite systems based on 3GPP specifications.
  • ERICSSON
    Data Scientist- Telecommunications
    octubre de 2022 - diciembre de 2022 (2 meses)
    Málaga, Spain
    • • Developed Machine Learning (ML) models, contributing to the Network Capacity Planner or the Inter Frequency Mobility Optimizer products.
    • • Tested and compared different ML and time-series methods (CNNs, LSTMs, SVMs, seasonal models, Prophet) to identify the most reliable approach for each use case.
    • • Collaborated with different teams using GitLab for seamless teamwork.

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Formación

  • MSc
    University of Malaga (UMA)
    MSc
  • BSc
    University of Malaga (UMA)
    BSc

Categorías