Undergraduate Research Assistant For Deep Learning & Ai
Current- Primary Author of "Exploring the Generalizability of Transfer Learning for Camera Trap Animal Image Classification" at the SoGood 2023 – 8th Workshop on Data Science for Social Good (Affiliated with ECML-PKDD 2023) in September 2023. Conference Proceedings will be made publicly available in the upcoming months.- Honored as the Primary Recipient of the Undergraduate Research Grant, receiving AED 4000 for leading a research team focused on using Data Science for Social Good.- Directed a research team in applying cutting-edge Generative AI techniques, such as Stable Diffusion, to address data imbalance; achieved a 6% per-class F1 score improvement through novel model training methods. - Advanced Camera Trap Animal Image Classification through Transfer Learning, resulting in a 95.7% F1 Score via an integrated GUI with six tested image classifiers.- Preprocessed and cleaned 60000 images of camera trap data of wildlife images provided to us by Emirates-WWF
