Maestría en Ciencia de Datos: Sofia Trejo

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Sofía Trejo Abad

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sofia.trejo.a@gmail.com

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Desarrolla proyectos e investigación en temas relacionados las dimensiones éticas y sociales de la Inteligencia Artificial (IA). Está particularmente interesada en las intersecciones entre la IA, los derechos humanos y el género y en promover el entendimiento crítico de la tecnología.

Es Licenciada en Matemáticas por la Universidad Nacional Autónoma de México (UNAM) y Doctora en Matemáticas por la Universidad de Warwick (Reino Unido). Ha realizado Posdoctorados en los Institutos de Matemáticas de la Universidad de São Paulo (Brasil) y de Imperial College London (Reino Unido).

Es parte activa de la discusión, nacional e internacional, sobre el desarrollo de la IA y de tecnologías digitales. Ha sido oradora y panelista en eventos y seminarios sobre IA en instituciones como la UNAM, ITAM, UAM, CIMAT, Centro Cultural España (Embajada de España en México), Centro Nacional de las Artes (CENART), Casa de Francia (Embajada de Francia en México), BBVA Global, entre otros.

Fungió como Responsable de Proyectos Educativos y de Divulgación para la Alianza (o Consorcio) en Inteligencia Artificial del Conacyt. Fue la líder de investigación del Grupo de Ética de la Agenda Nacional Mexicana de Inteligencia Artificial y es una de las autoras del Eje de Ética de dicho documento.

Ha impartido cursos especializados en Ética de la Inteligencia Artificial y de la Ciencia de Datos en el Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas (IIMAS) de la UNAM y en la Maestría de Ciencia de Datos del ITAM. Además, ha sido docente en los Departamentos de Matemáticas de la UNAM  y del ITAM.

Actualmente, es Learning Community Fellow en el Instituto de Ética de la Inteligencia Artificial de Montreal (MAIEI)  y miembro del Sexto Consejo Consultivo del Instituto Federal de Telecomunicaciones (julio 2021-julio 2022).

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Intereses de investigación

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  • Intersecciones de Inteligencia Artificial, derechos humanos y género.

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Publicaciones

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  • La Alianza de Inteligencia Artificial de CONACYT, impulsa redes de investigación para enfrentar el COVID-19, M. Á. Álvarez-Carmona, D. Cruz Sandoval, J. Favela, et. al. (2020), Komputer Sapiens, 12 (3), 19-26/
  • ¿Quién controla los sistemas de Inteligencia Artificial?, S. Trejo, I. Meza, F. Lopez (2021), Revista Anfibia, Universidad Nacional de San Martín (Argentina).
  • The Boundary of Chaos for interval mappings, T.Clark and S. Trejo (2020), Proceedings of the London Mathematical Society, 121(6), 1427-1467.
  • Complex Bounds for Real Maps, T. Clark, S. van Strien and S. Trejo, Communications in Mathematical Physics 355,1001–1119, 2017.

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Cursos

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Ética y Ciencia de Datos

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El programa de la Maestría en Ciencia de Datos es una iniciativa del ITAM para satisfacer la creciente demanda nacional e internacional de profesionistas con conocimientos sólidos en el modelado a partir de datos (en especial grandes datos) para ayudar a la toma de decisiones estratégicas.

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