CPU Performance Workloads

CPU Memory Systems Formal Verification team

• Developing machine learning solutions for Commercial Bank, as part of Agile/ Scrum development team, using python frameworks such as scikit-learn, keras and tensorflow• Built a supervised learning model based on SVM, CNN, and LSTM to classify legal documents and reduced manual efforts of around 30 weeks to seconds• Built an unsupervised learning model based on Hierarchical clustering to group 12,000 employees within the bank considering their job roles, locations, functions, resource names as attributes• Contributing to Kubeflow, an open source project, in collaboration with Google and Microsoft to simplify the process of deploying machine learning models into production