Short resume
Education
- Ph.D. in Computer Science. Universidad Nacional Autónoma de México, 2021
- Thesis: A vector-valued multiphase active contour model for image segmentation
- M.Eng. in Digital Signal Processing. Universidad Nacional Autónoma de México, 2016
- Thesis: Caracterización de texeles invariante a rotación mediante la transformada Hermite multiescala
- B.S. in Applied Science. Instituto Politécnico Nacional, 2013
- Thesis: Reducción de ruido en señales mediante la transformada de Fourier en tiempo reducido
Work experience
- 2026 - in progress: Research Associate
- ICAT (Instituto de Ciencias Aplicadas y Tecnología) - UNAM
- Primarily involved in conducting scientific research in Human-AI development.
- Duties included: Programming, teaching, networking, publication, thesis supervision, reviewing and evaluation.
- 2023 - 2026: Research Associate
- CUAED (Coordinación de Universidad Abierta y Educación Digital) - UNAM
- Involved in conducting research in artificial intelligence-based applications in education.
- Duties included: Programming, teaching, networking, publication, thesis supervision, reviewing and evaluation.
- 2021 - 2022: Project Leader
- B@UNAM (Bachillerato UNAM) - UNAM
- Development of virtual learning assistants for intelligent tutoring systems.
- Duties included: Planning, data processing, model development, model training, system monitoring, collaboration.
- 2018 - 2022: Teaching Assistant
- Facultad de Ingeniería - UNAM
- Lectures on:
- Pattern recognition
- Digital image processing
- Medical image analysis
Skills
- AI: Langchain, Pydantic Tensorflow, Keras, Pytorch, LlamaIndex, CrewAI
- Python, Matlab, R, Git, SQL
- Frameworks: Pandas, Matplotlib, Seaborn, NLTK, Numpy, OpenCV
- Latex, Zotero, Jabref
- Photoshop, Inkscape, GIMP
- English (Full professional proficiency)
- French (Limited working proficiency)
