Md. Muaz Usmani

Angestellt, Research Assistant at Interactive Machine Learning, Deutsches Forschungszentrum für Künstliche Intelligenz

Abschluss: Master’s degree, Universität des Saarlandes

Saarbrücken, Deutschland

Fähigkeiten und Kenntnisse

Python
Machine Learning
Software Development
PHP
C++
Java
Computer Vision
Object Oriented Programming
Artificial intelligence
Object Oriented Design (OOD)
Data Analysis
Analytical Skills
MatLab
Tensorflow
PyTorch
jQuery
C
C#
MySQL
Unity 3D
Deep Learning
NumPy
OpenCV
scikit-learn
Backend-Development

Werdegang

Berufserfahrung von Md. Muaz Usmani

  • Bis heute 6 Jahre und 1 Monat, seit Mai 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.

  • 1 Jahr und 3 Monate, 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 Jahr, Okt. 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 Jahr, März 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 Jahr und 6 Monate, 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 Jahr, Aug. 2011 - Juli 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 Jahre und 3 Monate, Apr. 2015 - Juni 2019

    Computer Science

    Universität des Saarlandes

    Machine Learning High Level Computer Vision Convex Optimization Image Processing

  • 4 Jahre und 9 Monate, Okt. 2008 - Juni 2013

    Computer Science

    University of Management and Technology

    Analysis of Algorithms Object Oriented Design and Programming Software Engineering Computer Networks

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