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Muhammad Usman Akram

  • Laurea Magistrale in Informatica
  • Master' Thesis and Stage
  • Data and Information Management Group, UniTN
  • 3PublicationsNumber of items in Muhammad Usman's My Publications folder on Mendeley.
  • 4Followers

Recent publications

  • Arif Index for Predicting the Classification Accuracy of Features and Its Application in Heart Beat Classification Problem

    • Muhammad Arif
    • Fayyaz A. Afsar
    • Muhammad Usman Akram
    • et al.
  • Arrhythmia Beat Classification using Pruned Fuzzy K-Nearest Neighbor Classifier

    • M. Arif
    • M.U. Akram
    • Fayyaz A. Afsar

Professional experience

Master' Thesis and Stage

Data and Information Management Group, UniTN

December 2011 - Present

Research Assistant

Lahore University of Management Sciences

October 2010 - June 2011(8 months)

Software Engineer

Elixir Technologies Pakistan

July 2008 - August 2010(2 years)


Laurea magistrale in Informatica

Università degli Studi di Trento

September 2011 - Present

MS (Computer Sciences)

Lahore University of Management Sciences

August 2010 - Present

BS (Computer & Information Sciences)

PIEAS - Pakistan Institute of Engineering & Applied Sciences

October 2004 - July 2008(4 years)


I am interested in working with data analytics and modeling systems for optimization of the processes. Due to my interest, I tried to pursue the relevant courses like Machine Learning, Massive Data Analytics, Information Retrieval, Discrete Event Simulation and Operations Research among others. I also worked as a software engineer for developing of an ETL and data integration framework for reporting solutions. Now, I am searching for a place, where I can enjoy extracting knowledge from data/information and optimize systems or processes which can add some value to life and business.


  • EVN

Followers (4)

Following (4)