Project Details

Project Name : i4 Safety
VP/Department : Digital Enablement
Area : Integral Data Science
Business Unit : Central
Office Location : Blvd. Gustavo Díaz Ordaz 333- Lote 2, 66215 San Pedro Garza García, N.L. México
Current Year : Sophomore or Junior
Career(s) of Interest : Computer Science, Data Science, Mathematics

Challenges for the Student

• Handling limited or imbalanced datasets
• Achieving real-time inference speed while maintaining accuracy
• Managing data labeling quality and preprocessing pipelines

Main responsibilities and activities

• Assist in data collection, preprocessing, and annotation of images and video datasets.
• Train deep-learning and Gen-AI models for vision tasks using frameworks such as Pytorch.
• Evaluate model performance using metrics like IoU, precision, recall, and confusion matrices.