Educational Qualifications
PhD (Computer Science)


Thapar University (Patiala, Punjab, India)

Professional Experience
Assistant Professor

2003 -to- Till Now

Department of Mathematics

Responsibilites: Administration Management, Teaching and research
Research Paper/Articles Published
An iterative algorithm for two level hierarchical time minimization transportation problem

Journal: European Journal of Operational Research, Elsevier, in press, 2015

A Combined Static and Dynamic Feature Extraction Technique to recognize handwritten digits

Journal: VJCS, Springer, 2015

Recognition of Multi-Stroke Based Online Handwritten Gurmukhi Aksharas

Journal: Proc. of the National Academy of Sciences, India Section A: Physical Sciences, vol. 85, no. 1, pp. 159-168, Springer, 2015

Online Signature Verification at Sub-trajectory Level

Journal: Advanced Computing, Networking and Informatics in Series of Smart Innovation, Systems and Technologies, Springer, vol. 28, pp. 369-374, 2014

HMM Based Online Handwritten Gurmukhi Character Recognition

Journal: International Journal of Machine Graphics and Vision, vol. 19, no. 4, pp. 439-449, 2010

Online Preprocessing of Handwritten Gurmukhi Strokes

Journal: International Journal of Machine Graphics and Vision, vol. 18, no. 1, pp. 115-120, 2009

Reducing Neural Network Training Data using Support Vectors

Journal: IEEE proceedings of Recent Advances in Engineering and Computational Sciences (RAECS), India,

Recovery of Drawing order in Handwritten Digit Images

Journal: IEEE proceedings of International Conference in Image Information Processing (ICIIP), India, pp 437- 441, 2013

Rearrangement of Strokes in Recognition of Online Handwritten Gurmukhi Words

Journal: IEEE Proceedings of 10th International Conference on Document Analysis and Recognition (ICDAR), Barcelona, Spain, pp. 1241-1245, 2009

Recognizing Online Handwritten Gurmukhi Characters using Elastic Matching

Journal: IEEE proceedings of International Congress on Image and Signal Processing (CISP), Sanya, vol. 2, pp. 391-396, 2008

Research Interests: Pattern Recognition and Machine Learning
Education: Post-Doctoral from RWTH Aachen, Germany in the year of 2011.
Research Interests: Pattern Recognition and Machine Learning
State merit scholarship holder in 10th standard, scholarship holder in Graduation (BSc) and Distinction in Post-Graduation (MCA, on-campus programme)
NCC 'B' certificate in Army Wing.
NBHM Level 'O' in Mathematics attended at IIT Kanpur in 1996.
Job Experience: Post Doctoral Fellow, RWTH Aachen, Germany Nature of Duties: Research, Project Administration
Selected Software Developed: “Machine Learning Programming” - Classification of data through Neural Networks and Support Vector Machines (Matlab and Java)
Selected Software Developed: “Anthropological Universals – Cultural Differences” - Orthographically and Phoneme based words understanding (Matlab and C++)
Selected Software Developed: “Online Handwriting Recognition System” - Online Handwriting Recognizer for Devanagiri and Gurmukhi scripts in desktop (VC++) and mobile (Java) based devices.
Project Work
Professional Association