SNII Área I ÓPTICA 470 LOPEZ AVILA, LUIS FELIPE
LOPEZ AVILA, LUIS FELIPE

LOPEZ AVILA, LUIS FELIPE

FÍSICA · Nivel C

Image processing MATLAB Object recognition Python Computer Vision

en Universidad Aut�noma de Baja California

Dr. Luis Felipe López Ávila is a specialist in Computer Vision, Artificial Intelligence, and Generative AI, with a strong background that combines advanced scientific research and applied industrial innovation. He holds a Ph.D. in Optics and has more than ten...

Dr. Luis Felipe López Ávila is a specialist in Computer Vision, Artificial Intelligence, and Generative AI, with a strong background that combines advanced scientific research and applied industrial innovation. He holds a Ph.D. in Optics and has more than ten years of experience in data science, including over seven years focused on machine learning, deep learning, and computer vision, particularly in invariant representations and biomedical image analysis.

He currently serves as Innovation Associate Manager at Accenture, where he leads multicultural technical teams across Mexico, the United States, and India. In this role, he designs and delivers end-to-end Generative AI solutions for enterprise clients in the energy sector, spanning ideation, architecture, development, deployment, and adoption. His work includes the application of large language models, retrieval-augmented generation (RAG), and intelligent agents to create scalable, business-aligned AI solutions.

In parallel, Dr. López Ávila is a postdoctoral researcher at CICESE, conducting research on fractional integral transforms and invariant feature embeddings for image classification and object detection. He also serves as a university lecturer at the Autonomous University of Baja California (UABC), teaching Cloud Computing and Innovative Application Development.

He is the author of multiple publications in indexed international journals and a frequent speaker at academic and innovation forums. In recognition of his scientific contributions, he is a member of Mexico’s National System of Researchers (SNII) as a Candidate for the 2024–2027 period, reflecting his ongoing impact in research, education, and technological innovation.

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Información*

Nombre LUIS FELIPE LOPEZ AVILA
Área FÍSICO-MATEMÁTICAS Y CIENCIAS DE LA TIERRA
Campo FÍSICA
Disciplina ÓPTICA
Especialidad TRATAMIENTO DIGITAL. IMAGENES
CVU 693156
Institución
Dependencia NO APLICA
Entidad NO APLICA
Nivel C
Vigencia Inicio: 01/01/2024
Fin: 31/12/2027

* Información del primer trimestre de 2026.
Fuente: SECIHTI.

Publicaciones ORCID

2025
Classification of streaming platform images using local binary patterns and machine learning algorithms Revista Mexicana de Física
Hybrid Transform-Based Feature Extraction for Skin Lesion Classification Using RGB and Grayscale Analysis
2023
Classification of Skin Lesion Images Using Artificial Intelligence Methodologies through Radial Fourier–Mellin and Hilbert Transform Signatures Applied Sciences
2021
Fractional Fourier-Radial Transform for Digital Image Recognition Journal of Signal Processing Systems
2020
Fractional Fourier Transform for Digital Image Recognition International Journal of Pattern Recognition and Artificial Intelligence