Akanksha
Bindal
Machine Learning Lead
LinkedIn
Akanksha Bindal is a Senior AI/ML Tech Lead at Linkedin with 6 years of industry experience in launching machine learning products at Instagram and at Apple. Currently Akanksha builds large language and multimodal models for the LinkedIn Feed Applied AI team. She has presented her work at various internal and external events, such as the ICASSP conference, Apple ML Summit and Microsoft’s MLADs conference. Akanksha has 5+ papers and patents in the field of AI/ML. Prior to her industry experience, she obtained her Master's degree in Computer Science from Georgia Institute of Technology.
17 April 2024 11:30 - 12:00
Large vision models: leveraging computer vision & generative AI methods for business solutions
This talk explores the cutting-edge intersection between computer vision (CV) and generative AI, focusing on the rise of Large Vision Models. The presentation delves into key CV techniques and examines how generative AI is revolutionizing various industries. It also addresses the challenges associated with these technologies while highlighting their potential. A case study demonstrates how multimodal data can be used to enhance user experience. The talk concludes with reflections on the exciting future possibilities of CV and generative AI.