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Hire Dr. Muhammad J.

Germany

USD 50 /hr

PhD in Computer Science | Expert in Scientific Visualization, Data Analysis & Algorithm Development

Profile Summary

I am an accomplished IT scientist with a PhD in Computer Science, specializing in medical visualization and software development. My work has focused on developing advanced visual analysis systems and software pipelines for complex imaging data, contributing significantly to projects at the University of Münster and the Leibniz Institute of Plant Genetics and Crop Plant Research. I have a strong analytical skills, quick adaptability to new research areas, and a systematic approach to problem-solving. I take pride in consistently delivering high-quality results, whether working independently or as part of a team, and I am committed to the success of every project I undertake.

Subject Matter Expertise

• ★ Predictive Modeling & Analytics
• ★ Python
• ★ Matlab
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Statistics
• ☆ Statistical Theory
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Trend Analysis
• ☆ SQL
• ☆ Excel
• ☆ LaTex
• ☆ R
• ☆ Scikit-learn
• ☆ Markup Languages
• ☆ Data-Driven Decision Making

Services

• Research
• Data & AI

Research Scientific and Technical Research

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Data Cleaning, Data Processing, Data Insights

Work Experience

Research Scientist in Image Analysis

Leibniz Institute of Plant Genetics and Crop Plant Research

June 2021 - December 2023

Visualization Engineer

Westfälische Wilhelms-Universität Münster Fachbereich 09 Philologie

February 2017 - May 2021

Visualization Engineer

Constructor University Bremen gGmbH

January 2015 - January 2017

Education

Doctorate

Westfälische Wilhelms-Universität Münster - Germany

February 2017 - July 2020

MS CS&E (Research Center for Modeling and Simulation)

National University of Science and Technology

September 2011 - April 2014

BS (CS) (I.T)

University of the Punjab

August 2006 - September 2010

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Muhammad Jawad, Christian Liebmann, Rebecca Buchholz, Vanessa Hoesker, Claudia Terwesten-Solé, Uwe Karst, Lars Linsen, Thomas Vogl, Verena Hoerr, Moritz Wildgruber, et al.(2022). Fingerprints of Element Concentrations in Infective Endocarditis Obtained by Mass Spectrometric Imaging and t-Distributed Stochastic Neighbor Embedding . ACS Infectious Diseases. 8. (2). p. 360--372. American Chemical Society ({ACS})

Schwarz, C., Buchholz, R., Jawad, M., Hoesker, V., Terwesten-Solé, C., Karst, U., Linsen, L., Vogl, T., Hoerr, V., Wildgruber, M., et al.(2022). Fingerprints of Element Concentrations in Infective Endocarditis Obtained by Mass Spectrometric Imaging and t-Distributed Stochastic Neighbor Embedding . ACS Infectious Diseases. 8. (2). p. 360-372.

Muhammad Jawad, Jens Soltwisch, Klaus Dreisewerd, Lars Linsen(2020). Interactive Visual Analysis of Mass Spectrometry Imaging Data Using Linear and Non-Linear Embeddings . Information. 11. (12). p. 575. {MDPI} {AG}

Jawad, M., Soltwisch, J., Dreisewerd, K., Linsen, L.(2020). Interactive visual analysis of mass spectrometry imaging data using linear and non-linear embeddings . Information (Switzerland). 11. (12). p. 1-22.

BOOK CHAPTER

Muhammad Jawad and Vladimir Molchanov and Lars Linsen(2020). A Reproducibility Study for Visual MRSI Data Analytics . Communications in Computer and Information Science. p. 362--388. Springer International Publishing

Jawad, M., Evers, M., Gerwing, A., Herick, M., Seibert, D., Bauer, J., Kugel, H., Ohrmann, P., Linsen, L.(2019). A Visual Analytics Approach for Comparing Cohorts in Single-Voxel Magnetic Resonance Spectroscopy Data . Advances in Experimental Medicine and Biology. 1138. p. 115-136.

Muhammad Jawad and Marina Evers and Alexander Gerwing and Maria Herick and Daniel Seibert and Jochen Bauer and Harald Kugel and Patricia Ohrmann and Lars Linsen(2019). A Visual Analytics Approach for Comparing Cohorts in Single-Voxel Magnetic Resonance Spectroscopy Data . Advances in Experimental Medicine and Biology. p. 115--136. Springer International Publishing

CONFERENCE PAPER

Jawad, M., Molchanov, V., Linsen, L.(2020). A Reproducibility Study for Visual MRSI Data Analytics . Communications in Computer and Information Science. 1182 CCIS. p. 362-388.

Jawad, M., Molchanov, V., Linsen, L.(2019). Coordinated image- and feature-space visualization for interactive magnetic resonance spectroscopy imaging data analysis . VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. 3. p. 118-128.

(2019). Coordinated Image- and Feature-space Visualization for Interactive Magnetic Resonance Spectroscopy Imaging Data Analysis . Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications.

(2018). Designing Ensembles for Uncertainty-aware Vessel Segmentations from MRI Data. Computer Assisted Radiology and Surgery (CARS).

CONFERENCE POSTER

Jawad, Muhammad and Linsen, Lars(2017). Visual Analysis of Magnetic Resonance Spectroscopy Imaging Data for the Study of Human Brain Tumors . EuroVis 2017 - Posters. The Eurographics Association