Sugandha Kumar Email & Phone Number

Plano, Tx, Us

- Collaborated on an AI project specializing in video frame task identification, leveraging Graph Neural Network (GNN) and Convolutional Neural Network (CNN) architectures for task execution- Implemented hyperparameter optimization techniques to enhance the performance and efficiency of Graph Neural Networks (GNNs), leading to improved model accuracy and reduced computational costs- Utilized MLflow for experiment tracking and model management, ensuring reproducibility and streamlined deployment of machine learning models- Developed, trained, tested, and validated custom CNN architectures employing data augmentation, regularization, and hyperparameter tuning for optimal performance