Kay Garcia Sanchez is currently studying for her bachelor's degree in data science and analytics engineering at Universidad Autónoma de Querétaro (UAQ). She does her research at the Educative Technology and Computer Science Innovation and Investigation Center (CIICCTE) at the Faculty of Informatics at UAQ. She stands out because of her research in brain tumor segmentation and vehicular segmentation. Likewise, she was the winner in the best poster category at the Mexican AI Congress 2025 (COMIA). Moreover, she is the author of the "Automatic Brain Tumor Segmentation using K-means" article and "Automatic Vehicle Flow using Watershed Method". Furthermore, she has several research lines: Smart Agriculture in Mexico, Brain Tumor Classifier, Boat Container Tracker, Green Areas Estimators with Satellite Images, Magmatic Fluid Predictor, Vehicle Fluid Segmentation, Preventive Equipment Monitoring, Mold Monitoring in Buildings, Arrhythmia Monitoring, and Causal Theory.