◦ Added new features, implemented system enhancements, and performed upgrades on IoT solutions.◦ Developed dynamic user interfaces with ReactJS, enhancing user experiences and responsiveness.◦ Engineered robust backend using .NET Core, ensuring scalable and maintainable code.◦ Implemented complex database operations with Entity Framework, optimizing data retrieval and manipulation.◦ Designed and maintained relational databases using SQL, leading to improved data integrity and efficiency.

◦ Reviewed academic literature and research articles for comprehensive insights.◦ Implemented ML/DL architectures, labelling, augmentations, and transfer learning protocols.◦ Trained and evaluated models using machine learning frameworks like TensorFlow, Keras, and PyTorch.◦ Worked with large datasets and implementing pipelines for data cleaning and feature extraction.◦ Implemented a Machine Learning based application for medical professionals to perform HER2 expression predictions on whole-slide images in cancer.