Umar Asif Qureshi

Click to edit position descriptionWorking as intern at Global Business Intelligence Competency Center, DHL Supply Chain in Bonn Responsible for: Reports and dashboard creation Troubleshooting finance and sales data quality variances between OBIEE and Salesforce.com. User management, access right and security control Enhancement of Microsoft SharePoint sites Patch Planning support

Analysis and annotation of ancient neanderthal genome. Pipeline and tool development for aDNA analysis for quality assessment, damage pattern discovery, contamination in NGS data Phenotype predication from aDNA analysis by finding functional SNPs Population genetics studies to investigate conservation/selection of genes over generations. Implementation of PALEOMIX pipeline for analysis on CHEOPS (HPC Cluster at University of Cologne).

Exploratory Analysis of Numeric data set of Metabolite concentrations for Metabolic Syndrome (MetS) in patients from POPGEN cohort. Pre-processing of data set for training classification algorithms. Error estimation for classifiers using bootstrap sampling. Training different classifiers (SVM, ANN, kNN, Random Forest, Decision Tree Classifiers, PLS-DA) on data set using scikit-learn. Statistical evaluation and comparison of classification algorithms.

Administrating Windows and Linux server system. Responsible for installing, configuring, and maintaining personal computers, file servers, Ethernet networks and network monitoring. Creating user accounts, permissions, and mailboxes. Hardware and software troubleshooting. Linux based Web Server Maintenance.

Thesis: Utility of Metabolite Profiles for Predicting Metabolic Syndrome using Machine Learning Algorithms Courses: Data Structures Algorithms Information Management Knowledge Discovery Data Mining & Machine Learning Data Visualisation Modelling & Simulation R, Python & Java Programming Labs

Breeding and Genetics Population Genetics Bio-statistics Experimental Design Principles of Economics Information Technology Scientific Writing Communication Skills Business Management Statistics