Yagya Raj Pandeya

Citizenship: Nepal
Permanent Address: Jhalari-7, Kanchanpur, Nepal
Mailing Address: Jeonbuk National University, Jeonju city, South Korea
Date of birth: 25th July, 1988
Phone: (+82)01044049848
yagyapandeya@gmail.com

CAREER OBJECTIVE

An enthusiastic and adaptive person with a broad and acute interest in the discovery of new innovative information technologies. I particularly enjoy collaborating with tech exports from different disciplines of computer science to develop new skills and solve new challenges.

Education

Jeonbuk National University

Major in Machine Learning and Deep Neural Networks
CGPA: 4.43/4.50
Sep. 2017 - Ongoing

Pokhara University

Nepal College of Information Technology, Balkumari, Lalitpur(PU Affiliated College)
Rank: Dean's List (CGPA: 3.97/4)
2014

Pokhara University(PU)

National Academy of Science and Technology, Dhangadhi, Kailali(PU Affiliated College)
Rank: CGPA: 3.54/4
2010

National Examination Board(NEB)

Radiant Secondary School, Mahendranagar, Kanchanpur(Under NEB)(Class XII)
OVERALL PERCENTAGE: 55%
2006

National Examination Board(NEB)

Shree Radha-Krishna Secondary School, Tiltali, Doti(Under Government of Nepal)(Class X)
OVERALL PERCENTAGE: 74%
2003

Work Experience

Fuzzy Logic and Artificial Intelligence Laboratory at Jeonbuk National University

Machine learning and Deep learning based research
Address: Jeonju City, South Korea
Status: Ph.D. Fellow
27 April 2017 - Ongoing
Ministry of Home Affairs (Government of Nepal)
National Security Control
Address: Singhdurbar, Kathmandu, Nepal
Status: IT officer
27 April 2015 - Aug 22 2016

Head of Computer Engineering Department

Assistant Professor and Department head.
Address: Dhangadhi, Kailali, Nepal
Status: Head of Department
12 Feb 2013 - 27 April 2015

World Vision International Nepal

Database management.
Address: Dhangadhi, Kailali, Nepal
Status: IT officer (Internship)
21 Aug. 2010 - 10 Sep. 2010

Rural Village Water Resources Management Project (RVWRMP)

Database management.
Address: Dhangadhi, Kailali, Nepal
Status: IT officer (Internship)
4 Dec. 2009 - 12 Feb. 2010

Projects

Cow Sound Event Localization and Classification

Jeonbuk National University | Advisors: Joonhwan Lee
July 2019 - Ongoing
  • Sound event detection (SED) of Cow in a restriced environment.
  • A synthetic cow sound event dataset preparation using the events from a cowshed and Internet.
  • Visual object detection model implented for sound event detection.
  • State-of-art result.
  • Under pulication.

Cow Sound Event Anotation Tool

Jeonbuk National University | Advisors: Joonhwan Lee
Dec. 2019 - March 2020
  • Semi-supervised Sound Event Annotation Tool using audio and video as input.
  • Automatic event detector is used to detect the audio event.
  • Based on the automatic detector result, an human annotation have to refine the annotation boundary.
  • Easy to use, better audio visualization, python based and output in easy CSV data file.
  • Diversified annotation tool for any rare sound event.
  • Under pulication.

Music-Video Emotion Classification

Jeonbuk National University | Advisors: Joonhwan Lee
Dec. 2018 - March 2019

Music Onset Detection

May 2019 - Aug 2019

Music Video Emotion Analysis

Jeonbuk National University | Advisors: Joonhwan Lee
Dec. 2019 - March 2020

Domestic Cat Sound Classification

Jeonbuk National University | Advisors: Joonhwan Lee
Dec. 2019 - March 2020

Domestic Cat Sound Classification using Transfer Learning

Jeonbuk National University | Advisors: Joonhwan Lee
Dec. 2019 - March 2020

Achievements

Language Skill

  • English Language
  • Korean Language
  • Hindi
  • Nepali
  • Good
  • Moderate (1 year course)(TOPIK-3)
  • Excellent
  • Excellent

Technical Skills

  • Programming Languages
  • Deep learning Framework
  • Platforms
  • Networking
  • I.D.E Skills
  • Python, C, C++, PHP
  • MTensorFlow, Keras, PyTorch
  • Linux, Windows
  • CCNA
  • Dreamweaver, Eclipse, UML, PyCharm

References

Prof. Joonwhoan Lee

Ph.D. Adviser
Institude: Jeonbuk National University
Ph No.: +82-63-270-2406, +82-010-9855-2406
Email: chlee@chonbuk.ac.kr

Prof. Shashidhar Ram Joshi

Master Adviser
Institude: Pokhara University
Ph No.: +977-01-5534070
Email varify at: https://ioe.edu.np/

Mr. SS Mudvari

NAST Engineering College Principal
Institude: National Academy of Science & Technology
Ph No.: +977-91-523312,521312
Email varify at: nastdhn@gmail.com, nastdhn@yahoo.com

Current Research