She completed her B.E. in Biomedical Engineering from NED University of Engineering and Technology, Pakistan, in 2018 with a thesis titled “Design and development of an improved nanohybrid dental composite with controlled shrinkage, leakage, and enhanced anti-bacterial response.” She graduated with an M.S. in Digital Health and Bioinformatics Engineering from the University of Salerno, Italy, in 2022, with a thesis on “Design and development of smart microscopy system for biological cell detection,” in collaboration with CNR-IOM, Trieste, Italy. Since 2022, she has been working as a technical consultant for the development of artificial intelligence-based image recognition software for microscopy systems. Along with this, since 2022, she has also been working as a researcher at CNR-IOM, Italy, and is involved in the project titled “Development of artificial intelligence strategies for the electronic control of mechanical indentation systems for applications in mechanobiology”.