LOPEZ AVILA, LUIS FELIPE
FÍSICA · Nivel C
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.
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