Education

University of Hildesheim, Hildesheim (DE)

PhD in Machine Learning

Thesis Topic: Edge Machine Learning - Fast Model Averaging for Decentralized Learning

2016 - 2022

Kungliga Tekniska Högskolan (KTH), Stockholm (SE)

MSc in Scientific Computing

May 2010

National University of Sciences and Technology, Islamabad, (PK)

BS in Information Technology

Aug 2006

Skills

• Computer Vision: Constitutional Neural Networks, Residual Networks
• Recommender Systems: Factorization Machines, Pairwise Ranking
• Adversarial Learning: Robust Learning, Adversarial Defense
• Distributed Learning: Centralized and Decentralized Optimization Techniques