cashier, shortening the waiting time and avoiding
food delivery mistakes. The development employed
the Kanban method, with testing involving 20
respondents who found that 65% said the ordering
process was faster and accessible, while 35% thought
it was easy to use. Subsequently, User Acceptance
Testing demonstrated that 91.4% of the functionality
was performed, making the whole process more
efficient and userfriendly. (F.A. Hidayat et al. 2024)
With the academic performance of students, higher
institutions have several dimensions, including
physical attendance in classes. Nevertheless, for the
greatest part, registration for student attendance is still
being done manually, which contributes to its
cumbersome nature and consumption of time,
especially in large courses. Most of the universities
have been managing the manual attendance for years
and still do. In contrast to the manual attendance
systems, the smart attendance system provided in this
paper was proposed and realized in order to pave way
for prospective uses of QR code as an attendance
management system that tracks and records student
attendance in lectures and exercises for all related
courses. (M. Anusha et al. 2025) The issue of food
safety has always existed, tracing back to ancient
times. In this respect, the traditional agri-food
systems do not have any systems for tracking the
produce in the event of foodborne outbreaks. This
issue can be addressed with blockchain-based
systems, but current methodologies are not easily
accessible or verifiable using mobile
devicesFoodSQRBlock, a framework targeting the
blockchain digitization of food production data, is
discussed in this paper. Through QR codes,
consumers and producers can trace and verify such
data. The paper discusses appraising the large-scale
integration of FoodSQRBlock in the cloud and
addresses how the feasibility of this framework meets
the requirements of scalability and experimental
evaluation. (Dey et al. 2021) As shopping centers are
becoming gigantic and sprawling, shoppers are found
to be really getting afflicted. A new system is
propounded which will aim to improve the shopping
experience by bringing to resolve issues regarding
standing in long queues, carrying hefty items, as well
as limited information storage as with the traditional
systems. Using QR code technology, this mobile-
based system eases the shopping activities with fast
payments, more navigable facilities, and effective
customer data mining. The products will generate QR
codes and a python program will keep scanning these
codes and creating bills based on what is purchased.
Applied Artificial Intelligence and Computing
International Conference in 2022. (K. Kaarthik et al.
2022) It enables the customer to place an order online
along with payment processing with the help of
contactless ordering, which has simply changed the
interaction between customers and restaurants.
Customers can explore menus of choice, place orders,
and pay without breaking a sweat via these online
applications. By scanning the restaurant's QR code,
customers may reserve tables, which will
automatically reserve if that specific table is
available. If occupied, it adds the customer to a Wait
List. After selecting the required food, customers can
make secure payments depending on food items
ordered. The order will be served directly to the
customer. Contactless food ordering has made a
convenience revolution and makes the dining
experience so much easier for all. (R. K. Goli, 2023)
Nevertheless, the restaurant business in developing
countries has been confronted by challenges due to
inefficiencies in order handling, resource
management, and food quality. Hence, this paper
proposes what is believed to be the best solution, i.e.
an IoT-based automated order-handling system, into
which has been incorporated many improvements in
the dining experience. The system enhances
operational efficiency apart from ensuring validity in
food orders and privacy for customers. Through
advanced technology adoption, it offers a sustainable
solution towards improving satisfaction and
profitable operation in restaurants, especially in
developing countries. Moreover, the paper reveals the
economic and operational advantages that accrue
from such implementation. (A. Sultana et al. 2024)
With the tracking and billing of orders done manually,
it becomes very difficult to manage a large dining
crowd in a restaurant. The computerized menu
ordering system, proposed here, is all about
improving the internal processes of the restaurants,
lightening the load of staff, and increasing customer
satisfaction. Now, showing the menu, ordering,
updating, and confirming orders becomes possible
with this system, making it reliable, easy to maintain,
and faster. At the same time, it will handle multiple
orders coming into the system efficiently, thus solving
a majority of the problems faced by traditional
restaurants. (S. Deivanayagi et al. 2024) This paper
intelligent centralized IoT billing system such as
RFID technology for automatic tracking of product
location and billing in malls. To take a shopping
assistant, a mobile application that is developed in
Java and Python will assist customers to find
products. The ESP8266 Wi-Fi act as a medium for
transmitting billing information to the cloud. Every
product gets RFID tagged, and the product data is
stored in EEPROM. The living calculates the total of