About
Hello world :grinning:, my name is Lay. Currently, a Master's student in Electrical Engineering at Kasetsart University. I am interested in Artificial Intelligence, Machine Learning, Image Processing, and Data Science.
Master student & AI Engineer.
- Name: Pranpaveen Laykaviriyakul
- Birthday: 2 July 1997
- Website: www.layel2.com
- Phone: (+66)82███████
- Nickname: Lay
- Email: [email protected]
- City: Bangkok, Thailand
Education & Work
Education
Master of Engineering & Electrical Engineering
July 2019 - Present
Kasetsart University, Bangkok, Thailand
Researching in Deep learning, Adversarial example.
Publications :
Initialization of Random Vectors to Enhance Defense-GAN for Image Classification
Bachelorof Engineering & Electrical Engineering
Aug 2015 - May 2019
Kasetsart University, Bangkok, Thailand
Major in Telecommunication Engineering.
Work Experience
Teaching Assistant
Jan 2022 to Apr 2022
Artificial Intelligence Association of Thailand (AIAT)
Intelligence Transportation Engineer
March 2021 to May 2021
Elixir Software Co.,Ltd.
- Short-term work as part of Super AI Engineer program by AIAT(Artificial Intelligence Association of Thailand).
- Smart road project collaboration with Thai Department of Rural Roads.
- Develop a workflow to process data from CCTV devices.
- Detect, track, finding lanes, and estimate car speed from CCTV video.
- Use thingsboard IOT platform to visualize and manage devices.
Teaching Assistant
Aug 2017 to Dec 2020
Kasetsart University, Bangkok, Thailand
- Teacher Assistant in C programming for Electrical Engineering (Aug 2017 to Dec 2021).
- Teacher Assistant in Principles of Deep Learning and Applications (Aug 2020 to Dec 2021).
Software Engineer intern
From June 2018 to July 2018
TOYOTA TSUSHO NEXTY ELECTRONICS (THAILAND) CO.,LTD
- Learn to build and modify Linux kernel with Yocto in Embedded Linux.
- Programming to support work in the company.
Project / Research
- All
- Work
- Academic
- Others
Power system reliability analysis - Provincial Electricity Authority (PEA)
January 2022 to Present
Hypertensive Analysis - Phramongkutklao College of Medicine
November 2020 to March 2021
Analyze hypertension and hypertensive disease from annual health data of thai military.
Rain prediction - Hydro-Informatics Institute (Public Organization) Bangkok, Thailand
From October 2019 to February2020
Analysis of air quality and meteorological data that influence rainfall in Smart Big Data Analytics for City Life Quality Improvement project.
Class timetable management system (website) for Department of Electrical Engineering Kasetsart University
From April 2019 to May 2019
Use Django framework.
Protecting Adversarial Attack on Classification System Using Modified Disco-GAN (Thesis)
In progress.
Master's thesis.
Defense Adversarial Example with cross domain GANs reconstruction.
Study the effect of Adversarial Example on SVM support vectors
2020 - Pattern Recognition course at Kasetsart University
Study the effect of Adversarial Example (FGSM) with different epsilon on SVM support vectors/non support vectors data.
Resource : layel2/pattern-course-ku (github.com)
Human pose estimation using traditional image feature extraction
2019 - Image Processing and Representation course at Kasetsart University
Use fall detection dataset to predict human pose eg. stand, sit, sleep.
Extract feature using 7 HU Moment, LBP, HOG and evaluate class separability with scatter matrices, divergence and predict with KNN classifier.
Segmentation using motion analysis MOG background subtractor.
Resource : layel2/image_processing_course (github.com)
Study the use case of Adversarial Example for reduce overfitting in remote sensing data (Multispectral image)
2019 - Remote Sensing course at Kasetsart University
Attempt to use Adversarial Example to reduce overfitting in land cover mapping application.
Resource : layel2/Remote-sensing (github.com)
Cryptocurrency Arbitrage software.
2018 - 2019 Senior Project
Use API from bx.in.th(out of business) and bittrex.com for compare price differences to make profit with trade algorithm.
Resource : layel2/Crypto-arbitrage (github.com)
Certifications
Activity
Teach high school mathematics
3-11 Jan 2016
Srinagarindra the Princess Mother School, Rayong
4-12 Jan 2017
Kuiburiwittaya, Prajuabkirikhan
18-28 Dec 2017
Bangliwitthaya, Suphanburi
Teach calculus to pre Freshmen student
3-22 Jun 2017
Kasetsart University
4-24 Jun 2016
Kasetsart University