Experience

Senior AI Research Scientist

Fondazione RiMed,

  • Developed multi-modal vision systems for anomaly detection in complex structures using volumetric imaging
  • Implemented deep generative architectures (GANs, CNNs, Diffusion Networks) for precision recognition tasks
  • Designed noise-robust preprocessing pipelines for MRI/PET, reducing artifacts.
  • Created multi-task frameworks improving detection accuracy for overlapping morphological features
  • Exploring explainable AI (XAI) methods to improve model transparency and critical decision systems.
  • Collaborating with domain specialists to operationalize vision solutions in regulated environments
  • Engaging in research and publications to advance AI applications in medical imaging.
View portfolio

Research Exchange Scholar

University of Houston, Houston, TX, USA

  • Developed volumetric image preprocessing pipelines with artifact reduction, spatial normalization, and noise suppression
  • Implemented signal enhancement techniques (FFT, adaptive filtering) for feature refinement in temporal-spatial data streams
  • Designed ensemble-based prediction systems using Random Forests for complex pattern recognition tasks
  • Architected Linux-based data processing workflows for large-scale dataset management (10TB+)
  • Configured GPU-accelerated HPC environments for distributed deep learning (TensorFlow/PyTorch)
  • Created multimodal fusion frameworks integrating imaging, signal, and contextual metadata
  • Collaborated with cross-functional teams on computer vision and research is published in peer-reviewed journals.

Education

PhD in Mathematics and Computer Science

University of Palermo, Palermo, Italy

Advanced Learning Algorithms with Optimized Pre-processing Techniques for Enhanced Diagnostic Performance in Medical Imaging
Download dissertation

MS in Applied Mathematics

University of Gujrat, Pakistan

BS in Mathematics and Computer Science

University of Gujrat, Pakistan

Skills & Hobbies
Technical Skills
Python
Deep/Machine Learning
Medical Imaging
Research & Communication
Academic Writing
Conference Presentations
Scientific Publications
Awards
Fully Funded PhD Scholarship
University of Palermo ∙ September 2024
Graduate Gold Medalist in Applied Mathematics
University of Gujrat, Pakistan ∙ July 2021
Academic and Research Excellence Gold Medal | Top-ranked cohort graduate
Merit-Based Graduate Scholarship
University of Gujrat, Pakistan ∙ October 2016
Punjab Education Endowment Fund (Awarded to top 2% of students)
Languages
100%
Urdu Native
100%
Punjabi Native
100%
English Advanced
60%
Italian Basic