Data Entry Scientific Research
Resume:
HUNG THE NGUYEN
PERSONAL
INFORMATION
Full name: NGUYEN THE HUNG
Sex: Male
Nationality: Vietnam
Date of birth: 12 November 1986
Place of birth: Vinh Phuc province, Vietnam
Marital status: Married
Current address: No. 47, Lane 64, Le Trong Tan Street, Thanh Xuan district, Hanoi, Vietnam
Contact No.: +61-449****** or +84-912******
Email: ********.**@*****.***
ORCID: https://orcid.org/0000-0002-0938-0930
Google Scholar:
https://scholar.google.com/citations?user=zAlLudgAAAAJ&hl=vi&authuser=1 RESEARCH
INTERESTS
Computational Intelligence, Deep Learning, Reinforcement Learning, Deep Reinforcement Learning, Inverse Reinforcement Learning, Robot Operating System, Human-Swarm Interaction, Unmanned Aerial and Ground Vehicles.
EDUCATION
The UNIVERSITY of NEW SOUTH WALES, Canberra,
Australia
PhD of Computer Science
Thesis: “Apprenticeship Bootstrapping for Autonomous Aerial Shepherding of Ground Swarm”.
The thesis was awarded.
March 2019-
Dec 2022
The UNIVERSITY of NEW SOUTH WALES, Canberra,
Australia
Master by Research of Computer Science
Thesis: “Apprenticeship Bootstrapping: Multi-skill Deep Reinforcement Learning for Autonomous Aerial Vehicles”. The thesis was awarded.
April 2016 –
April 2018
MILITARY TECHNICAL ACADEMY, Hanoi,
Vietnam
Bachelor of Engineering, Information Technology.
Graduation Thesis: “Doing a research on parallel algorithm for data processing based on the basis of adaptive grid method, and applying Sept 2004 –
Oct 2010
this algorithm to build the website “Atherosclerosis diagnosis”. Thesis score: 9.6 /10.
GPA of whole course: 8.09/10.
Graduation Ranking: Distinction.
ACADEMIC
EXPERIENCES
Scientific Research Group
• Member of Trusted Autonomy Group.
• Link : https://www.unsw.adfa.edu.au/school-of-engineering- and-information-technology/school-research-themes/trusted- autonomy
• Acquired knowledge: Attending series of scientific seminars relating to the topics of the group.
April 2016-
Now
Scientific Research Group
• Member, Research Postgraduate Student
• Title: “Research on using the reinforcement learning method for the swarm formation control problem”.
• Acquired knowledge: The literature of different approaches is obtained, and a swarm reinforcement learning approach is proposed in the swarm formation control problem.
Dec 2017-
Jan 2018
Scientific Research Group
• Member, Research Postgraduate Student
• Title: “Research on adaptive systems for human-swarm teaming”.
• Acquired knowledge: Identifying important indicators for designing closed-loop adaptive systems for effective and efficient human-swarm teaming.
Aug 2017-
Nov 2017
Scientific Research Group
• Supporter, Science in Action 2017 and ADFA Open Day 2017.
• Title: “Human Swarm Interaction’”.
• Acquired knowledge: Having new scientific experiences about hot research topics and interesting points of participants through activities at the event.
May 2017-
July 2017
Scientific Research Group
• Developer, Science in Action 2016 and ADFA Open Day 2016.
• Title: “Human Swarm Interaction’”.
• Acquired knowledge: Robot Operating System, The problem of interacting between human and physical robots through different devices such as keyboard or gesture through Kinect. April 2016-
Sep 2016
Scientific Research Group
• Title: “Doing a research on Establishment and Implementation Project on Academic Transcript Management Software for students at Military Technical Academy, Hanoi, Vietnam.
• Acquired knowledge of educational data mining, clustering 2011 – 2013
methods, classifying methods, association rule mining, and their applications to student data analysis at Military Technical Academy, Hanoi, Vietnam in order to support the authorities for predicting the student’s examination results, graduation passing rate as well as lecture’s teaching quality assessment. Scientific Research Group
Team Leader, Research Student
• Title: “Research on fpMAFIA algorithm and its application on Network Intrusion Detection.”
• Acquired general knowledge of Network Intrusion Detection method.
• Researched on Unsupervised Anomaly Detection Methods using the clustering algorithms based on the association of adaptive grid and FP tree namely fpMAFIA - Frequent Parallel Merging of Adaptive Finite Intervals. Implemented and set up fpMAFIA algorithm in parallel and experiment on authentic data analysis of network attacks data set from KDD Cup 1999. 2009 – 2010
Scientific Research Group
Team Leader, Research Student
• Title: “Doing a research on parallel algorithm for data processing based on the basis of adaptive grid method and its application”.
• Acquired knowledge of clustering algorithms such as K-Mean, Hierarchical Clustering, CLIQUE, MAFIA, pMAFIA.
• Proposed some improvement to accelerate and speed up pMAFIA. Applied this algorithm to build the website
“Atherosclerosis diagnosis”.
2008 - 2009
Scientific Research Group
Team Leader, Research Student
• Title: “Parallel Query Processing”.
• Acquired knowledge of “Parallel Processing” and seeking information for a large volume of data.
2007 – 2008
WORK
EXPERIENCE
Defence International Training Centre (DITC) in Australia. Learning English and participating in defence activities. Aug 2015 –
Dec 2015
The Institute of Military Information Technology
Research Assistant
Oct 2011 –
Aug 2015
• Participating in Establishment and Implementation Project on Commendation and Reward Management Software for state- owned organizations and agencies.
2011 – 2012
• Participating in Establishment and Implementation Project on Overseas Student Management Software for state-owned organizations and agencies.
2012 - 2013
• Participating in Establishment and Implementation Project on Commendation and Reward Data Entry Software for state- owned organizations and agencies.
2013 – 2014
• Doing a research on WSUS (Window Server Update Service) and its applications to state- owned organizations and agencies. 2013 – 2014
• Participating in Establishment and Implementation Project on Equipment Management Software for state-owned agencies. 2014 – 2015
PUBLICATIONS
• 12 Publications are published. The list of the publications on links:
1. ORCID: https://orcid.org/0000-0002-0938-0930
AWARDS 2. Google Scholar:
https://scholar.google.com/citations?user=zAlLudgAAAAJ&hl=vi&authuser=1
• Certificate of Merit - The Excellent Scientific Research Student awarded by Military Technical Academy in 2008, 2009, 2010.
• Won the Consolation Prize of Vietnam Fund for Supporting Technological Creations (VIFOTEC) awarded by Ministry of Education and Training in 2010.
• Won the 2nd prize of “Young Innovators Competition 2009” awarded by Ministry of Defense”.
• Certificate of Participation – ACM International Collegiate Programming Contest 2009
TECHNICAL
SKILLS
• Programming languages: ROS, Python, Tensor Flow, Theano, Keras, OpenAI Gym, Matlab, C/C++/C#, OPEN MP, .ASP NET, and Visual Basic.
• Operating systems: DOS, Windows, and Linux.
• Other IT software skills: MS Word, PowerPoint.
FOREIGN
LANGUAGE
PROFICIENCY
English Fluency
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