Mansi Sharma Email & Phone Number

Kirkland, Wa, Us

San Francisco, California, Us

Santa Clara, California, Us

Developer of open-source federated learning framework, OpenFL. World’s largest Federation (Federated Tumor Segmentation Initiative or FeTS) runs on OpenFL with 70+ healthcare and research sites contributing actual patient brain tumor datasets, leading to 33% improved accuracy of tumor detection. Implemented a security add-on version of OpenFL using Intel’s Software Guard Extensions (SGX) to protect code and data from modifications and attacks using hardened enclaves. OpenFL Security provides capabilities of remote attestation (using Intel’s Trust Authority), ensuring end-to-end security. Worked on federated finetuning using transformer models, diffusion models, multimodal biomedical foundation models and large language models.

Santa Clara, California, Us

Mentored a GSoC contributor to generate synthetic dataset for model optimization using OpenVINO

San Diego, Ca, Us

San Diego, Ca, Us

Austin, Texas, Us

In

Sentiment Classification based on Support Vector Machines: As a Signal Processing engineer, performed Signal extraction and data classification of EEG signals taken in a VR environment using 'Emotiv'. Worked on data classification algorithms like SVM, NN, LDA.

Master Of Science (M.S.), Computer Engineering

Bachelor Of Technology (B.Tech.), Electronics And Communications Engineering