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Curriculum Vitae
Name Singh, Prashant
Address Am Schäferanger 13/343
85764 Oberschleißheim, Germany
Tel. No +49 (0) 176 7266 7259
Email prashantk.singh@tum.de
Date of Birth 04 May , 1989
Nationality Indian
Objective
Building a research-oriented career in the fields of Deep Learning and Computer Vision by persistently
applying and nurturing possessed technical and interpersonal skills
Work Experiences
11/15 – Till now Work Student
Terraloupe Gmbh, Munich, Germany
- Developing and making changes in Geodata using QGiS.
- Worked on Algorithm for detecting Lane marking and road edges
- Make some changes in terraloupe viewer using Python Django framework.
09/15 - 01/15 Research Assistant
Fraunhofer AISEC, Garching, Germany
- Research on Dependency Analysis of various software packages.
- Research on finding out the dependency information (Network, Hardware and
Software) and find the suitable architecture with least dependency on each other.
07/11 - 08/14 Software Engineer
HCL Technologies Ltd., Bangalore, India
- Development of web services for Kisok machines in Casino using TIBCO BW.
- Support and Management of the deployed web services of a Betting and Gaming
website.
- Development and Support of Middleware messaging services of a Bank deployed
using TIBCO EMS.
Education
10/13 - present MSc Informatics
Technische Universität München (TUM), Munich, Germany
CGPA: 2.5
Emphasis: Machine Learning, Computer Vision, Augmented Reality
07/09 - 06/13 Bachelors in Computer Engineering
SRM University, Chennai, India
CGPA: 7.49
Main courses: Algorithms, Data structures, Distributed systems, Computer networks
Academic Projects
Medical Image Registration Using Deep Learning in Matconvnet
- Preprocessing the medical 3D images and generate patches to be used as input for the VGG Network.
- Add a fully connected network layer and train the Network.
- Identify the deformation fields using the trained network.
RGB-D keyframe Fusion using CUDA
- Fusing low resolution RGB-D frames to obtain high resolution RGB-D keyframe using depth and color
fusion.
Distributed Data Mining using Spark
- Setting up the cluster of more than 10 VM using Spark.
- Develop the word count on documents and ran it on those VM.
- Classify the Wikipedia Documents based on their Genere using the SVM and LDA.
Knowledge/Skills/Interests
Prog. Skills Python,C++,Matlab, Core Java
Tech. Skills Linux (Ubuntu),Matconvnet,TensorFlow,OpenCV, SciKit Learn, Spark, Hadoop
Tools Eclipse,iPython,Visual Studio, Git, LaTeX
Languages Hindi (Mother Tongue), English (Fluent), German (Basic)
Publications
1. Gundeep Singh Bindra, Krishen Kant Kandwal, Prashant Singh, Seema Khanna, "Tracing
Information Flow and Analyzing the Effects of Incomplete Data in Social Media",
10.1109/CICSyN.2012.51, pp 235 -240, 2012 Fourth International Conference on
Computational Intelligence, Communication Systems and Networks (CICSyN).
2. Gundeep Singh Bindra, Prashant Kumar Singh, Krishen Kant Kandwal, Seema Khanna, “Cloud
security: Analysis and risk management of VM images”, 10.1109/ICInfA.2012.6246757, pp
646-651, 2012 International Conference on Information and Automation (ICIA

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CurriculumVitae

  • 1. Curriculum Vitae Name Singh, Prashant Address Am Schäferanger 13/343 85764 Oberschleißheim, Germany Tel. No +49 (0) 176 7266 7259 Email prashantk.singh@tum.de Date of Birth 04 May , 1989 Nationality Indian Objective Building a research-oriented career in the fields of Deep Learning and Computer Vision by persistently applying and nurturing possessed technical and interpersonal skills Work Experiences 11/15 – Till now Work Student Terraloupe Gmbh, Munich, Germany - Developing and making changes in Geodata using QGiS. - Worked on Algorithm for detecting Lane marking and road edges - Make some changes in terraloupe viewer using Python Django framework. 09/15 - 01/15 Research Assistant Fraunhofer AISEC, Garching, Germany - Research on Dependency Analysis of various software packages. - Research on finding out the dependency information (Network, Hardware and Software) and find the suitable architecture with least dependency on each other. 07/11 - 08/14 Software Engineer HCL Technologies Ltd., Bangalore, India - Development of web services for Kisok machines in Casino using TIBCO BW. - Support and Management of the deployed web services of a Betting and Gaming website. - Development and Support of Middleware messaging services of a Bank deployed using TIBCO EMS. Education 10/13 - present MSc Informatics Technische Universität München (TUM), Munich, Germany CGPA: 2.5 Emphasis: Machine Learning, Computer Vision, Augmented Reality
  • 2. 07/09 - 06/13 Bachelors in Computer Engineering SRM University, Chennai, India CGPA: 7.49 Main courses: Algorithms, Data structures, Distributed systems, Computer networks Academic Projects Medical Image Registration Using Deep Learning in Matconvnet - Preprocessing the medical 3D images and generate patches to be used as input for the VGG Network. - Add a fully connected network layer and train the Network. - Identify the deformation fields using the trained network. RGB-D keyframe Fusion using CUDA - Fusing low resolution RGB-D frames to obtain high resolution RGB-D keyframe using depth and color fusion. Distributed Data Mining using Spark - Setting up the cluster of more than 10 VM using Spark. - Develop the word count on documents and ran it on those VM. - Classify the Wikipedia Documents based on their Genere using the SVM and LDA. Knowledge/Skills/Interests Prog. Skills Python,C++,Matlab, Core Java Tech. Skills Linux (Ubuntu),Matconvnet,TensorFlow,OpenCV, SciKit Learn, Spark, Hadoop Tools Eclipse,iPython,Visual Studio, Git, LaTeX Languages Hindi (Mother Tongue), English (Fluent), German (Basic) Publications 1. Gundeep Singh Bindra, Krishen Kant Kandwal, Prashant Singh, Seema Khanna, "Tracing Information Flow and Analyzing the Effects of Incomplete Data in Social Media", 10.1109/CICSyN.2012.51, pp 235 -240, 2012 Fourth International Conference on Computational Intelligence, Communication Systems and Networks (CICSyN). 2. Gundeep Singh Bindra, Prashant Kumar Singh, Krishen Kant Kandwal, Seema Khanna, “Cloud security: Analysis and risk management of VM images”, 10.1109/ICInfA.2012.6246757, pp 646-651, 2012 International Conference on Information and Automation (ICIA