Muhammad Usama Saleem

About Me

I have a software engineering and data science experience. Moreover, I have a research experience in improving the security, and privacy with ML.

Location

Charlotte, NC
Education
    University of North Carolina at Charlotte
    September 2021 - May 2023
    degree
    Master's
    major
    Computer Science
    Lahore University Of Management Sciences
Work Experience
    Privacy Lab
    Graduate Research Assistant
    September 2021 - present
    company
    Privacy Lab
    title
    Graduate Research Assistant
    overview
    - Developed solutions for privacy-preserving data sharing & reduced privacy risks by 91% in SOTA deep learning systems - Achieved a 5x decrease in computational efficiency by introducing federated learning for GANs model for multi-clients - Reduced the re-identification attack rate by 85% of adversary possessed facial recognition system and achieved 75% utility by
    Afiniti
    Data Scientist
    Lahore, PK
    June 2021 - August 2021
    Technos
    Software Engineer Intern
    Lahore, PK
    January 2021 - May 2021
    BrainTechs
    Software Engineer Intern
    Lahore, PK
    January 2020 - December 2020