development, and optimization of advanced machine learning models (e.g. Multi-Modal Foundation Models) to solve complex problems in agriculture, * Performance Optimization: Optimize models for efficiency, scalability, and - implementing cutting-edge methodologies to enhance model performance - 5+ years of experience in machine learning and deep learning, with a proven track record of developing and deploying large-scale models. - Demonstrated experience in training and fine-tuning foundation models (e.g., GPT, BERT, Vision Transformers, or similar). * Knowledge of reinforcement learning or generative models. * Multimodal Modelling: Do you have experience with mutli-modal modelling, combining computer vision with related metadata? * Computer vision depth: Do you have hands-on experience training and deploying deep learning models for image segmentation or object detection?
mehr