Senior Projects

2024

5 projects

ICT InternNet: Internship Management System for ICT Students

Advisor
DST
Weerin Tula, Pimnara Panyalerdsattha, Natheera Sangwato
Application
Internship ManagmentCooperative Education

Project Description

โครงงานนี้มีวัตถุประสงค์เพื่อออกแบบและพัฒนาระบบบริหารจัดการข้อมูลการฝึกงานสำหรับนักศึกษาคณะเทคโนโลยีสารสนเทศและการสื่อสาร (ICT) ช่วยจัดเก็บ ติดตาม และประเมินผลการฝึกงานอย่างเป็นระบบ รองรับการใช้งานโดยนักศึกษา อาจารย์นิเทศ และเจ้าหน้าที่ โดยสามารถกรอกข้อมูล ตรวจสอบสถานะ เข้านิเทศ และส่งออกข้อมูลได้สะดวก ลดภาระงานซ้ำซ้อน และเพิ่มประสิทธิภาพการจัดการข้อมูลฝึกงานในทุกระดับ

ProjectESS: Project Mangement Tool

Advisor
DST
Ekkasit Chanyim, Sunpetch Siripunt, Sorawit Auetakul
Application
Project Management ToolKanban BoardBooking

Project Description

ระบบจองห้องประชุมและจัดการเวลาว่างของผู้เข้าร่วมประชุม ถูกพัฒนาขึ้นเพื่อแก้ปัญหาการนัดหมายที่ซับซ้อนและล่าช้า โดยรวมฟังก์ชันการจองห้องและตรวจสอบเวลาว่างไว้ในระบบเดียว ลดข้อผิดพลาดจากการใช้หลายระบบ พร้อมช่วยให้องค์กรทำงานได้ราบรื่นและมีประสิทธิภาพยิ่งขึ้น

SkinSite: A Web Platform for Thai Facial Skincare

Advisor
ICT
Warintorn Jirathipwanglad, Tayapa Santipap, Saranporn Chirannakorn
Application
Thai SkincarePersonalized SkincareWeb Application

Project Description

Developed to promote Thai skincare products, SkinSite is a platform that makes it easy to discover and compare items, view personalized product scores, get ingredient alerts, and create custom skincare routines. It helps users access and trust quality Thai brands.

EABSACE: Enhancing Aspect-Based Sentiment Analysis for Course Evaluation

Advisor
ICT
Anapat Chaiwongse, Pattaraporn Tongmahavised, Panyaporn Suwannasit
Research
Machine LearningAspect Based Sentiment AnalysisGenerative Pre-training Transformer

Project Description

This project aims to enhance sentiment analysis of open-ended MUICT course evaluation responses by addressing limited data and improving upon older models (e.g., BART-Large-CNN). Using data augmentation and transfer learning, it seeks to identify the most effective augmentation technique to boost model performance. The resulting model can support the Faculty of ICT in streamlining course evaluation analysis, enabling faster insights and improved teaching environments.

MU MyMind: Web-based Application for Mental Health Support

Co-advisor
ICT
Supithcha Jongphoemwatthanaphon, Sasasuang Pattanakitjaroenchai, Chaninan Phetpangun
Application
Adolescent DepressionWeb-Based Mental Health ApplicationMental Health Support
Collaborations:
Faculty of Nursing, Mahidol University

Project Description

MU MyMind is a web-based platform addressing the rising issue of depression among adolescents aged 15–24. It screens and identifies high-risk individuals, offers initial guidance, and connects them with suitable mental health professionals. By reducing barriers such as stigma, limited access, and lack of youth-friendly support channels, MU MyMind helps adolescents receive timely care, aiming to lessen the risks and impacts of depression.

2023

4 projects

Applying Aspect-Based Sentimental Analysis On The MUICT Course Evaluation

Advisor
ICT
Jirayus Lapamnuaypol, Pruksa Dankittipong, Tanutkorn Pramualmongkon
Research
Transfer LearningPre-trained Language Model

Project Description

Machine Learning Research to Deployment: A Case Study for Dam Inflow Prediction

Advisor
ICT
Makornthawat E Emery, Nutawat Boonkhong, Chatchanon Tangrattanasophon
Application
MLOpsPipelinesWorkflow

Project Description

Web Application for Organizing Class Schedules: A Case Study at the Faculty of ICT

Advisor
ICT
Pannathut Yuttavisut, Kittipoj Tuntanet, Napat Pangkul
Application
Class ManagementClass Schedule

Project Description

IngOn: A Thai Ingredient Substitution

Co-advisor
ICT
Runchana Seesung, Chayanis Settapong, Nantanat Sudlar
Research/Application
Thai IngredientOntologyIngredient Substitution

Project Description

2022

4 projects

ADeLe-NDP: Application of Deep Learning on Classification of Nutrient Deficiencies and Pests for Hang Kra Rog Phu Phan

Advisor
ICT
Pranungfun Prapaenee, Krittitee Nildam, Nopparat Pengsuk
Research/Application
Image ClassificationDeep LearningHang Kra Rog Cannabis

Project Description

MASENG: Snake Identification through Image Classification

Advisor
ICT
Jiratchaya Benyakul, Chotikarn Chalermjirarat, Pitchaporn Songprakob
Research
Snake SpeciesImage ClassificationDeep Learning

Project Description

Application Of Machine Learning On Short-term Rainfall Forecasting

Co-advisor
ICT
Soranun Paisanpong, Trisiri Chandanindara, Naravit Ungkasuraphan
Research
RainfallMachine LearningRegression

Project Description

Classification of Foot Arch Using Foot Images via Deep Learning Techniques

Co-advisor
ICT
Nichakorn Wuthiphanphaiboon, Nutsongwat Cheawka, Phanthat Osatanon
Research
Foot Arch ClassificationDeep LearningConvolutional Neural Network

Project Description

2021

2 projects

TPT: Exploring Teleconsultation on Physical Therapy

Advisor
ICT
Ruksat Soladda, Kittikorn Keeratikriengkrai, Nattawipa Saetae
Application
Physical TherapyTeleconsultation
Collaborations:
Faculty of Physical Therapy, Mahidol University

Project Description

IOCOPE: Improving Orchid Classification Using Orchid Part Extraction

Advisor
ICT
Vidchayada Chaisangkha, Varisara Janmatakulwat, Thanawat Riamliw
Research/Application
OrchidImage SegmentationOrchid Classification

Project Description

2020

2 projects

ImROB: Improving Reservoir Operation of the Bhumibol Dam through an Application of Inflows Prediction and Water Release Optimization

Advisor
ICT
Napadol Bangjing, Chinapat Tewapitakporn, Tanatip Tumsatiansuk
Application
Inflow PredictionWater Release OptimizationReservoir Operation
Collaborations:
Department of Civil and Environmental Engineering, Faculty of Engineering, Mahidol University

Project Description

Foot Arch Estimation using Artificial Intelligence Techniques (FEAT)

Co-advisor
ICT
Kamonwan Tangamornphiboon, Pornthipa Khummalai, Matchatta Toyeam
Research
Image ProcessingMachine LearningFeature Engineering

Project Description

2019

1 project

Skill Square: Smart Personal Job Recommendation

Co-advisor
ICT
Punnawich Rojcharoenpreeda, Chosita Tangchadakorn, Mathas Vechjatuporn
Research
ClassificationMachine LearningJob Matching
DOI: 10.1109/JCSSE49651.2020.9268401
Collaborations:
AIS Academy

Project Description