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Scholarship Researcher Resume Example

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SCHOLARSHIP RESEARCHER
Professional Summary
  • 7+ years of research experience specializing in multi-spectral / hyper-spectral image acquisition and analysis, Computer Vision, Machine learning and Pattern recognition, design and analysis of algorithm, Device calibration and characterization.
  • Strong programming skills with hands-on experience in implementing, computer vision methods, image processing algorithms, machine learning and pattern recognition algorithms, clustering methods, image segmentation, applying statistical analysis methods.
  • Highly adaptable to changing technical environments and strong organizational and analytical skills.
Education
Ph.D. : Computer Science and Engineering, 2015University of Eastern Finland - Joensuu, Finland
  • PhD Thesis: Optimizing Spectral Bands of Airborne Imager for Tree Species Classification.
Master of Science : Computer Science, 2008University of Joensuu - Joensuu, Finland
  • Master Thesis: Spectral Imaging in Natural Scenes (Comparative study of Natural Illumination reconstruction and change in Correlated Color Temperature by PCA and ICA Features).
Bachelor of Engineeing : Computer Engineering , 2002Kathmandu University - Kavre, NEPAL
  • Project Work /Thesis: Developing custom Java Cryptography Application Programming Interfaces (APIs), DES Algorithm implementation in Java.
Skills
  • Programming Languages: MATLAB, Python, R, Java, C#, C, C++
  • Database: SQL, MySQL, Access, Oracle
  • Web Development: JavaScript, PHP, HTML
  • CASE Tools /IDE: MS Vision, NetBeans, Eclipse, Visual Studio
  • Operating System: Windows, Linux, Mac
  • GIS Softwares: ArcGIS, ERDAS Imaging, TerraScan LiDAR data processing, DEM, Geo-referencing.
  • Image Processing software: Lightroom, Photoshop, Hugin panorama, Photomatix
  • Spectral Imaging Device: Nuance (VIS, EX) LCTF Camera, Specim V8, Bi-Spectrometer (Hamamatsu PMA-12), Spectrophotometers (PerkinElmer 1050).
Research Work Experience
Scholarship Researcher
April 2015 to September 2015
University of Eastern Finland - Joensuu, Finland
  • Optimized airborne camera band sensitivity and evaluate optimized airborne camera bands performances for forestry application.
Early Stage Researcher
August 2011 to March 2015
University of Eastern Finland - Joensuu, Finland
  • Process and analyzed airborne hyperspectral images for tree species classification.
  • Simulated and investigated trees classification performance with optimized band responses.
  • Study spectral and color variance of Eucalyptus spp. Clone.
Young Researcher
January 2001 to February 2011
University of Eastern Finland - Joensuu, Finland
  • Applied computer vision, machine learning and pattern recognition methods to develop algorithms for analysis and classification of dirt particles in pulp for paper industry.
  • Simulated paper fluorescence under different illumination condition.
Young Researcher
January 2009 to December 2009
University of Joensuu - Joensuu, Finland
  • Analyzed Eye bottom spectral images to investigate diabetic retinopathy
  • Implement spectral estimation from RGB image and developed a GUI-tool.
Trainee Researcher
July 2007 to December 2008
University of Joensuu - Joensuu, Finland
  • Investigate natural Illumination reconstruction and change in Correlated Color Temperature by PCA and ICA Features.
  • Applied computer vision methods in analysis of natural scene image.
Exchange Researcher
November 2007 to December 2007
University of Granada - Granada, Spain
  • Investigate Natural Illumination reconstruction and change in Correlated Color Temperature by PCA and ICA Features
Industrial Work Experience
Software Developer
February 2011 to August 2011
Arbonaut Ltd. - Joensuu, Finland
  • Defined application problems by consulting with clients to evaluate procedures and processes.
  • Collaborated with designers to create clean interfaces and simple, intuitive interactions and experiences.
  • Tested programs to validate results.
Software Developer
July 2008 to December 2008
Arbonaut Ltd. - Joensuu, Finland
  • Collaborated with designers to create clean interfaces and simple, intuitive interactions and experiences.
  • Defined application problems by consulting with clients to evaluate procedures and processes.
  • Assisted power line team in data processing.
  • Tested programs to validate results.
IT Consultant
October 2003 to August 2006
Prudential Merchant Banking and Finance Ltd - Kathmandu, Nepal
  • Facilitate set up, tested and configured networks and printers.
  • Facilitate diagnostic tests and repaired malfunctioning hardware and software.
  • Facilitate diagnosed, installed, configured and repaired computer systems and software.
Other Work Experience
Head of Department, Department of Electronics and Computer Engineering
September 2004 to August 2006
Kathmandu Engineering College - Kathmandu, Nepal
  • Maintained strong ties with alumni to foster long-term philanthropic support with the school.
Lecturer, Department of Electronics and Computer Engineering
September 2002 to August 2004
Kathmandu Engineering College - Kathmandu, Nepal
  • Challenged and motivated students through in-depth lectures and discussions.
  • Inspired students to translate their academic interests into the real world by taking positive actions.
  • Maintained thorough records of student attendance and grades.
Languages

English, Hindi, Nepali

Professional Affiliations
  • Pattern recognition Society of Finland
Awards
  • International Master's Program in Information Technology IMPIT-Scholarship, Department of Computer Science and Statistics, University of Joensuu, Joensuu Finland.
  • Four scholarships for attending four CREATE Marie Curie Conferences & Training Courses, from 2007-2010.
Additional Information

HOBBIES 

Sports: Volleyball, Cricket, Table tennis, Badminton

Outdoor Recreation: Hiking, Trekking, Photography

Publications

Articles in Peer-Reviewed International Scientific Journal 

  • P. Pant, V. Heikkinen, I. Korpela, M. Hauta-Kasari, T. Tokola, Logistic Regression Based Spectral Band Selection for Tree Species Classification - Effects of Spatial Scale and Balance in Training Samples, IEEE Geoscience and Remote Sensing Letters, 11 (9), 2014
  • P. Pant, V. Heikkinen, A. Hovi, I. Korpela, M. Hauta-Kasari, T. Tokola, Evaluation of Simulated Bands in Airborne Optical Sensors for Tree Species Identification, Remote Sensing of Environment, 138, 2013
  • P. Pant, J. Mutanen, A. Mankki, M. Hauta-Kasari and J. Parkkinen, Spectral Analysis and Classification of Dirt Particles in Pulp, Nordic Pulp & Paper Research Journal, 27(3), 2012
  • P. Koirala, P. Pant, M. Hauta-Kasari, and J. Parkkinen, Highlight detection and removal from spectral image. Journal of the Optical Society of America A, 28(11), 2011
  • Pant P., Heikkinen V., Hauta-Kasari M., Tokola T., 2015. “Assessment of Hyperspectral Bands for Tree Species Classification Under Changing View–Illumination Geometry,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (Status: Submitted).

Articles in Peer-Reviewed Scientific Conference 

  • P. Pant, P. Koirala, M. Hauta-Kasari and J. Parkkinen, Estimating Color Signal at Different Correlated Color Temperature of Daylight, ACIVS 2009, Advanced Concepts for Intelligent Vision Systems, France, Sept 28-Oct 2, 2009.
  • P. Pant, Spectral Reconstruction and study of the Change in Correlated Color Temperature of Daylight by Principal Component Analysis, CREATE Conference, Gjovik, Norway , June 6-11, 2010.
  • P. Pant, V. Heikkinen, A. Hovi, I. Korpela, M. Hauta-Kasari, T. Tokola, Spectral Characteristics of Hyperspectral and Multispectral Sensors for Area Based Tree Species Classification. Finnish Remote Sensing Days (RSD 2012), Helsinki, Finland October 25-26, 2012.
  • P. Pant, V. Heikkinen, A. Hovi, I. Korpela, M. Hauta-Kasari, T. Tokola, Utilization of Remotely Sensed Hyperspectral Information for Forest Analysis, Multidisciplinary dialogue - Welbeing, Technology and Environment, Rovaniemi, Finland, August 27-31, 2012.

Poster Presentation 

  • P. Pant, Spectral imaging Techniques for Natural Scenes, CREATE Conference, Managing Colour in Digital Processes & the Arts, Bristol School of Art Media and Design, University of the West of England, Bristol (17-20 September 2007),
  • P. Pant, Spectral Estimation of Natural Images from RGB Images. Communicating Colour, CREATE Training, Pannon University, Veszprem, Hungary, (19-23 May 2009),
  • P. Pant, J. Mutanen, M. Hauta-Kasari and J. Parkkinen, Spectral Analysis of Paper in UV-VIS-NIR, EffTech Seminar, Dipoli Congress Centre, Otaniemi, Espoo, Finland (6 October 2009),
  • P. Pant, Spectral Imaging and multivariate analysis of Natural scenes. Colour Heritage and Conservation, CREATE Training, Gargnano, Italy, (19-24 October 2009)
Project Works

Academic Project work / application developed during PhD, Masters and Bachelor studies

PhD Study  

  • Developed a GUI-tool for Multivariate analysis of Spectral Images and view a spectral imaging (In Matlab).
  • Developed application to recognize, segment the dirt particles in paper surface (In Matlab).
  • Developed Software to extract diseased / infected region and detection of Diabetic retinopathy from eye bottom spectral images (In Matlab).
  • Developed a application for Spectral Estimations from RGB images (In Matlab).
  • Develop application for Spectral compression and analysis of natural scene image under changing illumination (In Matlab).

Masters Study

  • Collecting and Analyzing Color Image from Urban Environment on a mobile phone, using Java, PHP and Apache web server.
  • Two person chat and file transfer, Implemented using Socket programming and threading in Java.

Bachelor Study 

  • Network Design and Cisco equipment configuration. (Structure cabling with Routing protocol configuration with access list)
  • Development of the Paint Package in C language.
  • Developed custom Java Cryptography Application Programming Interfaces (APIs), DES implementation in Java.
  • Java based control applications and computer interfaces to control remote robotic arm using socket and thread).
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Resume Overview

Companies Worked For:

  • University of Eastern Finland
  • University of Joensuu
  • University of Granada
  • Arbonaut Ltd.
  • Prudential Merchant Banking and Finance Ltd
  • Kathmandu Engineering College

School Attended

  • University of Eastern Finland
  • University of Joensuu
  • Kathmandu University

Job Titles Held:

  • Scholarship Researcher
  • Early Stage Researcher
  • Young Researcher
  • Trainee Researcher
  • Exchange Researcher
  • Software Developer
  • IT Consultant
  • Head of Department, Department of Electronics and Computer Engineering
  • Lecturer, Department of Electronics and Computer Engineering

Degrees

  • Ph.D. : Computer Science and Engineering , 2015
    Master of Science : Computer Science , 2008
    Bachelor of Engineeing : Computer Engineering , 2002

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