Jaydee Nguyen Email & Phone Number

Los Angeles, California, United States

• Selected from 3000+ applicants for Break Through Tech AI, a year-long fellowship program, designed to support women and underrepresented groups in the tech industry.• Acquired and utilized data preparation, modeling, visualization, and evaluation skills using NumPy, Pandas, and MatPlotLib to further improve and create complex machine learning models.• Received a Machine Learning eCertificate from Cornell University and mentorship from industry professionals.

• In partnership with Break Through Tech AI at UCLA.• Managed all administrative roles to streamline project progress such as task priority management, relaying all communications between involved parties, and curating all meeting arrangements and agendas.• Developed a computer vision model using PyTorch to perform weapon detection, integrating Dual Attention Vision Transformers (DaVIT) and BERT-based encoders to optimize object detection and increase captioning accuracy by 30%.• Streamlined data preparation on a large dataset of 2000+ images by utilizing data augmentation and tokenization techniques to align multi-modal image-text data for vision-language tasks.• Employed AdamW optimizer and Beam Search Algorithm which leads to robust convergence, precise bounding boxes, consistent model performance, and improved quality of generated outputs for captions and responses in visual question answering (VQA) tasks by 25%.

Bachelor Of Science - Bs, Computer Science

Associate Of Arts - Aa, Computer Science

Education record

Computer Science

Activities and Societies: 2022 Summer Immersion Program