Chap ChanpisethFull Time Internship at Diana team, Inria Sophia AntipolisPhnom Penh, Chamka Mon
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Web Development | Mobile Development | Project Management
Skill & Language
Project Management
Scrum
Web Architecture and Development Framework
Mobile Development
Khmer
English
French
Photos
Experience
Full-Time Internship Diana team, Inria Sophia Antipolis
Cambodia · March 2020 - August 2020 Perform a deep analysis on the ACQUA dataset Perform preprocessing the ACQUA dataset Understand user behaviour on the ACQUA Android application Understand the evolution of network performance, QoS and QoE with time Analyse the correlation between real-time measurements to check whether all these measurements are needed, and if some of them could be gotten rid of to further reduce the consumption of battery and CPU fingerprint while running the ACQUA application. Build a ML regression model to estimate throughput Build classification model using random forest regressor to estimate QoE of Skype voice call and YouTube 720p streaming
Application Development Supervisor Chuan Wei (Cambodia) Co., Ltd.
Cambodia · June 2018 - January 2019 Lead Software Development team, and Cooperate with Business Partners Report to Head of Project Development Department
R&D ENGINEER Slash Foundry Co., Ltd
Cambodia · January 2018 - May 2018 Research on machine learning Report to head of R&D at Slash Foundry
PRODUCTION MANAGER K Digidata Co., Ltd.
Cambodia · December 2011 - January 2018 Lead and Manage production of 2 departments within 35 staffs under direction Work closely with board of directors to determine business plan of the company Handle the liaison with local clients as well as clients abroad Assist marketing team in social media campaigns for boosting brand awareness and improving business reputation
PROJECT MANAGER CAMMOB
Phnom Penh · January 2010 - January 2011 Plan and organize project budgets and resource requirements Follow a defined, agreed upon scrum methodology Report to director on budgets plan and resource requirements, problems, and resolutions
TEAM LEADER AND WEB DEVELOPER Ezecom - Head Office
Phnom Penh · January 2008 - January 2010 Develop the EZECOM website Develop live streaming audio and video using Wowza Streaming Engine Assure quality Web solution by developing and completing test plans; maintaining project and technical documentations.
Education
Master of IT Engineering RUPP - Royal University of Phnom Penh
Phnom Penh · November 2017 - Present Research Methodology, Artificial Intelligence, Image Processing, Computer Graphic, Software Engineering, Database Design and Applications, Distributed System, Advanced Java Programming, Advanced Network Computing, Network Security
M2 Ubinet - Computer Science Master Nice Sophia Antipolis University
France · February 2019 - August 2019 Travaux Etudes/Recherche (TER), Web, Software Engineering, Internet of the future, Graphs, Linear Programming, Communication and Concurrency, Combinatorial optimization, Advance OS, Digital IP and Law, Virtual Infrastructure Cloud Computing, Large Scale Distributed Systems, Algo Approach Distributed Computing, Algorithms for telecom, Graph Algo & Combination Optimization, Machine Learning, Data Mining for Networks, Evolving Internet, Internet Measurements & New Architectures, and Multimedia Networking.
Bachelor of Computer and Communication Engineering Institute of Technology of Cambodia (ITC)
Phnom Penh · January 2003 - January 2008 Mathematics, Physics/chemistry, Algorithms and Programming, Theoretical informatics, Automata, Advanced Databases, Analysis and Design of Information Systems, Advanced Computer Architecture, Compiler Design, Operating System, Software Engineering, Distributed System, Advanced Java Programming, Internet Programming, Advanced Network Computing, Network Security
Certificate & License
Course & Training
Project
Data Mining for Networks Coati team-project
Phnom Penh · February 2020 - March 2020 Develop a method to carry out anomaly detection in IP traffic Perform preprocessing the ACQUA dataset Implement the proposed algorithm based on the “end host profiles” technique using python Build a ML model using SVM and Kernel Trick in order to classify between “normal” or “malicious” end hosts based on the profile graphlets generated from their network flows.
PFE UBINET PROJECT Diana team, Inria Sophia Antipolis
Cambodia · November 2019 - January 2020 Perform a deep analysis on the ACQUA dataset Perform preprocessing the ACQUA dataset Visualize the real QoE of user feedback versus the estimated QoE provided by the ACQUA Build a ML model in order to predict the subjective QoE for the two Internet Applications i.e. Skype voice call and YouTube 720p streaming using the ACQUA dataset
Honor & Award
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