With the current cost of living situation in Thailand continuously rising, many recent graduates face challenges in managing their expenses in alignment with the increasing living costs. Food expenses, even for common street food, continue to surge with no sign of decreasing, despite improvements in raw material costs. Pay-Attention is a website platform designed to help recent graduates gain insights into managing and optimizing their food expenses effectively. It provides guidance on how to spend wisely, ensuring cost-effectiveness while maintaining adequate daily nutritional intake, without falling into monotonous eating habits.
ด้วยสถานการณ์ “ค่าครองชีพ” ของประเทศไทยในปัจจุบันมีแนวโน้มพุ่งขึ้นสูงเรื่อยๆ นับตั้งแต่ ยุคหลังโควิด-19 แต่ฐานเงินเดือนและรายได้ของนักศึกษาจบใหม่ ก็ยังคงมีฐานเริ่มต้นเหมือนเดิม ไม่ต่างจากหลายปีก่อน เป็นผลทำให้ประชากรที่พึ่งสำเร็จการศึกษา ในประเทศไทยจำนวนไม่น้อย ประสบกับปัญหาเรื่องการจัดการค่าใช้จ่าย ให้สอดคล้องกับค่าครองชีพอย่างเหมาะสมในปัจจุบัน ทั้งค่าใช้จ่ายคงที่ และค่าใช้จ่ายผันแปร ที่แปรเปลี่ยนไปตามวิถีชีวิตของแต่ละคน มากน้อย ตามความต้องการและรสนิยม ซึ่งเป็นค่าใช้จ่ายที่ต้องระวังและควบคุมการใช้จ่ายอย่างมีสติเสมอโดยเฉพาะค่าใช้จ่ายเรื่องอาหารที่แม้แต่ตามสั่งทั่วไปก็พุ่งสูงขึ้นเรื่อยเรื่อยไม่มีท่าทีจะลดลงแม้ต้นทุนวัตถุดิบจะปรับปรุงก็ตาม
คณะเทคโนโลยีสารสนเทศ
Traditional methods of public relations and learning often lack engagement and fail to provide users with a deep and immersive experience. Additionally, these methods struggle to reach a wide audience, especially those unable to visit the physical location. This project aims to solve the issues of accessibility and awareness regarding the institution’s Chalermphrakiat Hall and historical exhibition. Utilizing metaverse technology to simulate important locations allows users to explore the site and view key information in a virtual format, thereby enhancing the engagement of students staff alumni and the general public. The metaverse system is developed using Unity, a powerful game engine capable of supporting the creation of metaverse environments. This allows for the creation of an interactive and realistic virtual space. Unity also supports the management of physics, lighting, and sound, further enhancing realism. Additionally, the system is integrated with web browsers using WebGL technology, enabling the project developed in Unity to be accessed directly through a browser. Users can visit and interact with the metaverse environment from anywhere without the need to install additional software. The developers have thus created the metaverse system to provide a realistic and engaging learning experience, enhancing public relations efforts and fostering a strong connection with the institution efficiently.
คณะเทคโนโลยีการเกษตร
The innovation of the vertical aquaponics system for rearing golden apple snails integrating with vegetable cultivation by using substrates to water treatment. The system aims to maximize the use of vertical space, save water, and produce safe vegetables for consumption or commercial purposes, and to support living things. The golden apple snail excretes wastes/leftover food scraps that are filtered on the substrates used for water treatment. Meanwhile, natural bacteria help change these wastes into nutrients that plants can use. Therefore, the system is environmentally friendly.
คณะเทคโนโลยีสารสนเทศ
This report is part of applying the knowledge gained from studying machine learning models and methods for developing a predictive model to identify customers likely to cancel their credit card services with a bank. The project was carried out during an internship at a financial institution, where the creator developed a model to predict customers likely to churn from their credit card services using real customer data through the organization's system. The focus was on building a model that can accurately predict customer churn by selecting features that are appropriate for the prediction model and the unique characteristics of the credit card industry data to ensure the highest possible accuracy and efficiency. This report also covers the integration of the model into the development of a website, which allows related departments to conveniently use the prediction model. Users can upload data for prediction and receive model results instantly. In addition, a dashboard has been created to present insights from the model's predictions, such as identifying high-risk customers likely to cancel services, as well as other important analytical information for strategic decision-making. This will help support more efficient marketing planning and customer retention efforts within the organization.