Md. Muaz Usmani
Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Md. Muaz Usmani
- Current 6 years and 6 months, since Dec 2019
Machine Learning Researcher
Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI)
- Current 8 years and 1 month, since May 2018
Research Assistant at Interactive Machine Learning
Deutsches Forschungszentrum für Künstliche Intelligenz
Responsibilities: - Developed, designed and deployed prototypes for projects related to Interactive Machine Learning and Explainable Artificial Intelligence using Virtual Reality and other peripheral devices. - Created a client/server-based application to do interactive clustering and visualizing big datasets in VR. Tools: Python, Pytorch, Tensorflow, Git, C#, Unity3d, and Oculus Rift.
- 7 months, Dec 2018 - Jun 2019
Master Thesis
Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI)
- 1 year and 3 months, Nov 2016 - Jan 2018
Research Assistant at Institut für Wirtschaftsinformatik
Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI)
Responsibilities: - Worked on a project related Business informatics to digitize camera-captured images of EPC diagrams. - Built and tuned sliding window & features-based SVMs as well as Convolutional Neural Networks for object classification and segmentation. Tools: Python, NumPy, scikit-learn, Git, and MATLAB
- 1 year, Oct 2015 - Sep 2016
Research Assistant at Perceptual User Interfaces group
Max Planck Institute for Informatics
Responsibilities: - Developed prototypes and conducted experiments for the projects focused on human behavior analysis. - Designed and developed many end-to-end pipelines to classify human activities using eye images and EEG signals. - Designed features based on 1D/2D signal analysis, trained/evaluated SVM models, fine-tuned hyper-params and visualized results. Tools: Python, NumPy, scikit-learn, Git, and MATLAB.
- 1 year, Mar 2014 - Feb 2015
Lab Engineer
University of Management and Technology
Responsibilities: - Created, conducted and graded lab experiments for undergrad students focused on the courses of Intro. to Programming, Structured Programming, and Object-Oriented Programming. - Managed over 3 batches of 50 students each semester and provided counseling twice a week. Tools taught: C/C++ and Java
- 1 year and 6 months, Aug 2012 - Jan 2014
Software Engineer
Capobrid Technologies
Designed and developed real-time web and mobile-based prototypes/applications for the pupils suffering from blindness as well as targeting utilities. Led team on the projects of OCR and Finger Tracking systems. Developed applications to meet the user’s requirements document. I was responsible for documentation of there previous applications, improving their code, responsible for delivering the status of application development every week. C/C++, PHP/MySQL, OpenCV, Java, Android, Git, iOS etc.
- 1 year, Aug 2011 - Jul 2012
Web and Android Developer
Aliftek Inc.
- Designed, developed and deployed dynamic websites, Android applications, and Content Management systems using PHP/MySQL, HTML/JQuery, and Java in the domains of news, utilities, and e-commerce.
Ausbildung von Md. Muaz Usmani
- 4 years and 3 months, Apr 2015 - Jun 2019
Computer Science
Universität des Saarlandes
Machine Learning High Level Computer Vision Convex Optimization Image Processing
- 4 years and 9 months, Oct 2008 - Jun 2013
Computer Science
University of Management and Technology
Analysis of Algorithms Object Oriented Design and Programming Software Engineering Computer Networks
Sprachen
English
C1 (Fließend)
German
A1-A2 (Grundkenntnisse)
Urdu
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