Ai Core Facebook Marketplace Project

• Processed and cleaned text and image datasets
• Designed and trained a multimodal model that combines images and text to generate embedding vectors to create a search index using Pytorch
• Created a pipeline to systematically clean new data and upsert it into a database
• Containerized the model and orchestrated the containers using Kubernetes
• Monitored and retrain the model using Kubeflow deployed on EKS