Open to opportunities

Suemi Castillo

@suemicastillo

Message

I'm building applied AI systems through computer vision research and full-stack development.

Mexico

Message

What I'm looking for

I'm building toward applied AI and machine learning engineering roles where I can develop, deploy, and evaluate computer vision models while applying MLOps practices and my full-stack development background.

I'm comparing Detection Transformer and YOLO architectures for real-time cellphone-usage recognition while driving, building deep learning pipelines from data preparation and training through benchmarking accuracy, inference speed, and detection quality.

I've developed web and mobile banking applications for Santander at Accenture using Angular and Ionic, built end-to-end Ruby on Rails applications at Designer Pages, and co-led an Angular quiz-management application at Universidad Autónoma de Yucatán. I also enjoy teaching: I've supported machine learning and artificial intelligence students with neural networks, object detection, programming, algorithms, and model evaluation.

Experience

Work history, roles, and key accomplishments

Software Engineer

Suemi Andrea Castillo González

Software engineer with an M.Sc. in Computer Science and deep learning research experience in computer vision, including benchmarking Detection Transformer and YOLO architectures. Combines full-stack development with applied machine learning and model evaluation.

Python Java JavaScript TypeScript Ruby on Rails HTML CSS C C++PHP Deep Learning Computer Vision Object Detection YOLO Full Stack Developer Git Agile Teaching

Education

Degrees, certifications, and relevant coursework

Universidad Autónoma de Yucatán

Master of Science, Computer Science

2023 -

Pursuing a Master's Degree in Computer Science with a focus on Intelligent Systems, specializing in deep learning for computer vision. Thesis involves comparative benchmarking of Detection Transformer and YOLO architectures for cell-phone-usage recognition while driving.