Undergraduate

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Postcolonialism in Salman Rushdie's Haroun and the Sea of Stories
(2022) Alynne May O. Contrano
This study aimed to analyze the novel of Salman Rushdie's Haroun and The Sea of Stories on how hybridity views Haroun's imagination in the sea of stories and how it affects children's literature. In determining the postcolonialism in the novel. The researcher was able to establish a study that brings awareness to those who want to write a children's book or tale. In conducting this research, the researcher used Postcolonial Theory to highlight hybridity in the novel. Generally the main objective of this study was to analyze Haroun's imagination in the sea of stories viewed as hybridity and its effect on children's literature. Specifically, this study aimed to answer the following: 1. Identify Haroun's imagination based on the story. 2. Determine the meaning of Haroun's imagination hybridity; 3. Discuss the effect of haroun's imagination as hybridity in children's literature. The researcher used Descriptive Qualitative analysis. The goal of qualitative descriptive studies is a comprehensive summarization, in everyday terms, of specific events experienced by individuals or groups of individuals. The focus of the study is on the hybridity of Salman Rushdie's Haroun and the Sea of Stories, and how postcolonialism affects children's literature. The researcher used a postcolonialism approach in analyzing and evaluating the story in order to highlight the hybridity. The study is designed in order to have a careful understanding of postcolonialism in Haroun and the Sea of stories and how it affects the children's literature.
A SECURE AND ROBUST NETWORK INFRASTRUCTURE AT MUÑOZ NATIONAL HIGH SCHOOL (MAIN) – SENIOR HIGH SCHOOL: DESIGN AND IMPLEMENTATION
(2023-08-30) Cagawan, John Michael; Carurucan, June B.; Saveret, Kyle Zyrelle
This paper presented the project on network connectivity in the Academic Building 4 of Muñoz National High School (Main) – Senior High School, under the Division of Science City of Muñoz, Nueva Ecija. Initially, the project primarily aimed to transform the school’s learning environment by implementing cutting-edge Wireless Access Points across the building. This seamless wireless network offered endless opportunities for students and teachers, fostering creativity and deeper comprehension of complex subjects. MNHS (Main) – SHS also recognized the importance of a reliable wired network, ensuring swift data transfer and robust communication capabilities through a carefully orchestrated Local Area Network (LAN) connection. The school aimed to cultivate a unified and interconnected learning ecosystem, fostering collaboration and knowledge exchange among students and educators. Additionally, a file-sharing system was proposed to improve productivity, enhance communication, and save time in transferring data without the use of flash drives. As technology advances, safeguarding users from potential cyber threats becomes a paramount responsibility. To address this, the school committed to cybersecurity by integrating a cutting-edge firewall into its network infrastructure to strengthen defenses against unauthorized access and protect digital resources.
EQUIPMENT MAINTENANCE RECORD MONITORING SYSTEM FOR CENTRAL LUZON STATE UNIVERSITY
(2024-01-16) Balite, Haicel Y.; Noveda, Angelica D.
Every business and organization needs equipment in order to run effectively. However, maintaining this equipment sometimes gets delayed or forgotten. This study proposes to design and develop an Equipment Maintenance Record Monitoring System for Central Luzon State University. This system will allow the employees to set the maintenance schedule for each piece of equipment, remind them of the upcoming schedule, and generate maintenance records for the equipment. The system will be able to scan the QR codes attached to each piece of equipment to view its basic information, current condition, and next maintenance schedule. The system will also provide an inventory of the equipment and other tools. In addition, the system will also provide a ticketing and request feature to allow other offices to request maintenance from the Equipment Repair and Maintenance Services (ERMS). An audit trail will also be included to monitor the actions performed by the users. This system will help to ensure that the equipment inside the university is working and in good condition.
ONLYFINS: Aerator Automated Android-Based Aquaculture Monitoring System Using Computer Vision for CLSU-FAC’s Catfish Farming
(2024-03-13) Iñigo, Ivan Aldrich D.; Ramos, Jayne Vernice C.; Ventanilla, Luiz Dwayne C.
In the Philippines, the adoption of 'smart' technologies such as the Internet of Things (IoT) remains limited in local aquaculture, particularly in catfish farming—a sector endorsed by the government for backyard cultivation. While catfish are generally perceived as resilient, it is critical for fish farmers to prioritize optimal pond aeration. Neglecting this aspect can lead to issues including stunted growth, low survival rates, cannibalism, and increased mortality, all of which threaten the current setup of catfish ponds at Central Luzon State University’s Freshwater Aquaculture Center. To address these concerns, the objectives of this study were to develop a system for automatically monitoring gasping catfish, create a cost-effective computer vision-based monitoring system capable of real-time analysis to detect gasping behavior, automate monitoring processes to alert farmers of aeration issues, and integrate automated aerators with manual overrides. The Rapid Application Development (RAD) methodology—comprising Requirements Planning, User Design, Construction, and Cutover phases—was employed to streamline development, lower costs, reduce time to market, and facilitate early system integration. Utilizing an ESP32-Camera Module to run YOLOv8 live inference on the CLSU-FAC’s catfish pond, the system maintains optimal aeration by automating the aerator via a Relay Module and WiFi module connected to an Arduino. This automation reduces labor requirements and eliminates the need for constant physical monitoring and manual intervention. The integration of real-time data collection, sensor technology, and automated aeration has proven effective in preserving fish health and improving operational efficiency in aquaculture facilities.
DESIGN AND DEVELOPMENT OF AN IT ASSET MANAGEMENT SYSTEM WITH QR-CODE TAGGING FOR PHINMA-EDUCATION NETWORK
(2024-03-21) DOMINGO, NORLENE KEITH. B.; URBANO, MARK JOSHUA T.; VALMADRID, JAYMIE ALELIE R.
The PHINMA - Education Network is composed of various educational institutions, each with its own set of IT assets. These assets are vital for ensuring that the institution operates with excellence in both delivering quality education to its students, running its processes effectively and a receipt for their budget. The management of several IT resources, including hardware, software, licenses, and other technology-related resources, is under the responsibility of the university's IT services department. Since it consists of a single sheet containing bulk data, this could lead to issues and produce information that is unorganized. The purpose of this proposal is to design and develop an IT asset management system that can effectively replace the existing Google Sheets-based system and help the PHINMA - Education Network in managing, monitoring, producing accurate data analysis reports for its IT assets. Additionally, the system will tag each asset with a QR code to effectively and easily update their hardware and software assets.
GROWGREEN: AN ANDROID-BASED APPLICATION FOR SMART SOLAR POWERED IRRIGATION SYSTEM
(2024-03-22) Buenaventura, Jasper M.; Espelimbergo, Joan M.; Yanguas, Arvin Ian C.
The escalating global population and shifting weather patterns have heightened the demand for sustainable agriculture. In response, solar-powered irrigation systems have emerged as a promising solution to optimize crop yields and water usage. However, existing systems face challenges in data monitoring, control capabilities, and historical trend analysis. This research proposes an Android application seamlessly integrated with a Solar-Powered Smart Irrigation System to address these limitations. The Android app empowers farmers with remote monitoring and control, real-time water level updates, and data-driven decision-making. Utilizing the Rapid Application Development (RAD) framework, the study proceeds through the phases of Requirements Planning, User Design, Rapid Construction, and Cutover. The User Design phase employs Figma and diagrams for prototyping, testing, and refining the interface to ensure a user-centric design. The Rapid Construction phase translates prototypes into a rigorously tested functional model, while the Cutover phase evaluates the application against the ISO 25010 standard to ensure deployment readiness. Implementation results highlight successes in water level data storage, forecasting, and real-time alert delivery, all contributing to an enhanced user experience. The integration of the Android application with the Solar-Powered Smart Irrigation System marks a significant advancement in irrigation management, achieving project objectives and improving system usability. Notable discrepancies between farmer-reported irrigation activity and app data suggest a sensitivity to environmental conditions. Evaluation results underscore the need for improved precision, accuracy, and user experience, reinforcing the importance of continuous system refinement. The GrowGreen application represents a step forward in informed decision-making and adaptability to the evolving needs of farmers in modern agriculture.
DESIGN AND IMPLEMENTATION OF AN EFFICIENT LOCAL AREA NETWORK (LAN) INFRASTRUCTURE FOR SEAMLESS INTERNET CONNECTIVITY IN CAANAWAN NATIONAL HIGH SCHOOL – SENIOR HIGH SCHOOL
(2024-04-26) Alap, Nicole Andrea A.; Roño, Joanna Mae S.; Soria, Vincent P.
This project presents a network design and implementation approach for Caanawan National High School's Senior High School, focusing on addressing the limited range of internet connectivity and enhancing network security. The CNHS- -SHS currently faces challenges in accessing the internet due to only the SHS Main Building having internet access and relying only upon a single modem, leaving other SHS Buildings disconnected. With the use of pfSense Firewall and Active Directory, this project seeks to build and implement a network. For the chosen rooms to have the required access to the internet connection, the project involved establishing floor plans and layouts, setting up and configuring switches, cables, and wireless access points to extend connectivity and enhance signal strength within each building. Additionally, setting up a file server to act as a storage option for data and documents is advised. By implementing this network design and infrastructure, Caanawan National High School Senior High School will overcome the limitations in internet connectivity, enhance network security, and provide an improved learning environment. Students and teachers will have reliable access to online resources, improved communication and collaboration capabilities, and a secure network environment for their digital assets.
Network Infrastructure Design and Implementation Utilizing Captive Portal and pfSense Firewall for Efficient Network Management in Bical Elementary School
(2024-05-21) Lopez, Eduard Jonas R.; Marquez, Via S.; Navarro, Andrew M.
The Department of Education (DepEd) has been actively promoting digitization in public and private schools in recent years. In line with this initiative, Bical Elementary School in the Science City of Muñoz, Nueva Ecija, requested the implementation of a centralized network connection to enhance communication, accessibility, and overall effectiveness among network users. The network was meticulously designed and implemented with a strong focus on security. To address the limitations of the school’s existing network security, the pfSense Firewall was integrated as a robust and cost-effective solution. Additionally, a Captive Portal was incorporated to add another layer of network security and enable the monitoring of visitor devices upon joining the network. Access points were installed in areas with poor signal coverage, and network switches were used to ensure reliable connectivity across all buildings. As a result of this implementation, stakeholders—including faculty, staff, and students—experienced increased productivity and improved access to digital resources, benefiting both online and face-to-face learning environments.
Central Luzon State University (CLSU) OSA Portal – Board of Management for Student Organizations
(2024-05-27) Bilandres, Danica M.; Pallarca, Catherine L.; Sebastian, Jirah C.
The current manual processes for managing student organizations pose challenges such as unclear application and approval requirements, data exposure risks, a lack of awareness about existing student organizations, and the decentralization of important announcements and student organization activities. The developers aimed to design, develop, and implement a web-based system for the CLSU Office of Student Affairs (OSA) Student Organizations Unit (SOU) that encompasses online file submissions, enhanced data security, information on student organizations and membership criteria, and improved announcements and activity dissemination to address the problem. The developers used the Dynamic Systems Development Method (DSDM), which focuses on rapid prototyping and user feedback-driven iteration, beginning with a feasibility study, followed by iterative development of prototypes based on user feedback, and the design and build phase ensuring met operational requirements, leading to system deployment and evaluation to achieve these. The system yielded an overall average evaluation score of 4.6, showing strengths in usability, portability, compatibility, and functional adequacy. However, some procedures still need to be handled physically at the request of the client, such as requests for activity permits and accreditation. Precision, accuracy, and user experience were found to have areas for development, highlighting the necessity for continuous improvements. However, the system was successful in streamlining several SOU procedures and made a substantial contribution to the simplification of SOU procedures by providing safe, centralized access in a virtual setting.
Optimizing Stock Control with QR Codes: A Web-Based Solution for Jorizen Apparels
(2024-05-27) Ira, Anjelo S.; Martinez, Earl Justine DL.; Ostan, Kein Henrick B.
Effective inventory management is crucial for businesses handling stock, as traditional manual processes are error-prone and time-intensive. Modern software optimizes storage, streamlines ordering, and reduces inaccuracies. Jorizen Wardrobe and Apparel Store, a growing business in Lupao, Nueva Ecija, faces challenges in managing inventory, generating sales reports, and tracking employee attendance due to reliance on manual logbooks. This study proposes a web-based inventory management system using QR codes to enhance item tracking, integrate stock alerts, and streamline data entry. Additionally, it aims to optimize employee attendance and salary management, automate sales report generation, and employ image verification for attendance accuracy. A chatbot feature will address customer inquiries, improving satisfaction and reducing workload.
SYSTEAM: AN AUTOMATED FOGPONICS SYSTEM WITH IOT INTEGRATION FOR SUSTAINABLE FARMING AND MONITORING
(2024-05-30) Hornilla, Zylwin S.; Pagarigan, Xyrille Jhan C.; Reyes, Mac Jarrod T.
Traditional farming methods have a high level of resource consumption, they are at risk of climate change, pests, and diseases which lead to reduced yields as well as food insecurity. Fogponics, also called "Aeroponics 2.0" leverages ultrasonic fogger to create a nutrient-rich fog that envelops plant roots, enabling optimized nutrient absorption and growth. The study aims to design and develop an Automated Fogponics System with IoT Integration for Sustainable Farming and Monitoring, utilizing the spring onion plant, at CLSU Hydroponics and Aquaponics Technologies (CHAT). The Blynk application is used to monitor the water level status of the fogponics chambers, and serves as the microcontroller to automatically control the refilling process. Integrating 2 different fogging frequencies the 45 Minutes Fogging Frequency (45MFF) and the 30 Minutes Fogging Frequency (30MFF), each having 15 minutes deactivation respectively. Both frequencies utilize the same treatments, therefore the thorough evaluation of the system lies on the best frequency to be used for the crops. The 30MFF, in terms of plant height, has an average growth rate of 9.25 cm., and 3.53 in terms of the number of leaves, harvesting 18 out of 18 pieces equivalent to 132 grams in yield. On the other hand, the 45MFF, in terms of plant height, has an average rate of decrease of 2.67 cm., and 1.83 in terms of the number of leaves, plants did not grow sufficiently for harvest, therefore there is nothing that has been harvested in this frequency. The 30MFF outperformed the 45 MFF in terms of yield, and through the trials and data collection implemented it is evident that the comparative performance of the 30MFF proves that it is the best frequency to be utilized for spring onion production. This outcome proves the effectiveness of the system as it was able to determine which fogging frequency works best for the plant.
FLUIGUARD: SUSTAINABLE HYBRID CONTROL OF WATER AERATION SYSTEM FOR AQUAPONICS WITH REAL-TIME TILAPIA BEHAVIOR MONITORING
(2024-05-30) Baniqued, Jay-ar O.; Lina, Joshua C.; Taguinod, Renz Jay L.
The Philippines is known as a nation that excels in the sectors of agriculture and aquaculture. As time goes by, the country is gradually experiencing an increase in population growth, water scarcity, and even drastic land conversion. These are threats to the farmers, as it means that they need to produce more food for the people and utilize water and land resources to avoid any further shortage. There should be an alternative farming method to sustain food production and address the fast depletion of land and available water resources. With this, the idea of implementing aquaponics came up. However, 'smart’ technologies such as the Internet of Things (IoT) are not fully utilized in aquaponics. In this study, the aquaponics is composed of fish, and a particular crop. During this development, the lack of IoT utilization will be addressed since there will be an implementation of various sensors for monitoring systems, object detection, and automation. The different sensors are for monitoring the different water quality parameters; the object detection is for observing irregularities in the behavior of fish, such as gasping for air; and the automation is for the water aerator to automatically work once the camera detects that there is an alarming number of fish that are gasping for air, indicating that there is a lack of oxygen. There will also be a warning notification through push notification for this instance. This study proposes to have a hybrid control in the system for the user to freely control the water aerator, disregarding the data from the camera. The mobile-based application of this system will be created through Flutter, which will receive all the data from the sensors and display it to the user for monitoring purposes. The application will also generate graphs for visualization with all the gathered data.
ENHANCING GOAT MILKING RECORD MANAGEMENT THROUGH METRICS GENERATION AND VISUAL ANALYTICS
(2024-05-30) Dela Cruz, Ivan D.; Hernandez, Robert Austin B.; Sta. Ana, Harvey A.
Milking records are essential in livestock management as they provide critical data on animal health, productivity, and overall farm profitability. This study developed an Enhanced Milking Record System designed to streamline data collection and analysis for improved farm operations. Integrated into an existing RFID-based infrastructure, the system uses RFID tags to identify individual goats and incorporates a web-based application for efficient data entry, record management, and interactive visualizations. Core features include yield summaries categorized by daily, monthly, and yearly outputs; AM/PM milking comparisons; unit conversions; and lactation tracking. The system’s enhancements address previous limitations by eliminating manual computation, expanding data visualization capabilities, and enabling real-time analysis. System testing and five client validation meetings with the Small Ruminant Center (SRC) confirmed that the solution aligned well with operational needs and workflows. As a result, the Enhanced Milking Record System significantly improved record-keeping accuracy, reduced human error, and transformed raw data into actionable insights. These improvements empower SRC staff to monitor production trends, detect anomalies, and make informed, data-driven decisions to enhance livestock productivity.
PROJECT EARS: EMERGENCY ALERT AND RESPONSE SYSTEM FOR CENTRAL LUZON STATE UNIVERSITY
(2024-05-31) Barroquillo, Kim Jereen; Bermudez, Darren Jasper; Busuego, Clark John
Students are susceptible to accidents, violence, injuries, and other health-related concerns, which are bound to happen anytime and anywhere. With a large student population that exceeds 10,000 students in a regular school year, Central Luzon State University (CLSU) is facing several challenge. Thus, the university is struggling to respond quickly and effectively to student needs, emergencies, and safety concerns within the campus premises. While the Infirmary and University Security Force (USF) are available to handle health and security issues, the lack of accessible communication channels for students to seek assistance during emergencies remains a significant concern. Given this notion, this study was designed to develop and implement an Emergency Alert and Response System for CLSU. The system comprised of two distinctive platforms: a mobile application that enables students and other users to send emergency alerts swiftly and effectively, to which users can either utilize their load balance or internet connection to make calls and send alert messages; and a software application dedicated to receiving notifications regarding emergencies or accidents. This software application is exclusively accessible to the University Response Team, consisting of the CLSU Infirmary and University Security Force (USF), ensuring timely and appropriate responses to critical situations. The system introduces new methods and procedures to CLSU that will help improve emergency response time, promote sustainability, and ensure the safety and well- being of the students, faculty members, and staff.
IOT-BASED TILAPIA FINGERLINGS AUTOMATED COUNTING TOOL FOR CLSU FRESHWATER AQUACULTURE CENTER
(2024-05-31) Basinga, Kenneth T.; Maglaque, Elghene James O.; Ravela, Renz Aerol B.
This study presents the development of a IoT-Based tool for counting tilapia fingerlings, designed to enhance accuracy and efficiency in aquaculture operations. The tool integrates laser-based technology and Arduino microcontroller to provide connection between sensors that leads to real-time counting. The system was tested across various batch sizes demonstrating its capability to accurately count fingerlings with minimal stress and handling time. Preliminary results indicate the tool's potential to significantly improve operational efficiency and accuracy in fingerling counting, contributing to better and enhanced productivity in the aquaculture industry.
CLSU Smart Interactive Maps/Digital Location Finding Application
(2024-05-31) Leaño, Adrian Paul D.; Villanueva, Eryckjan D.
Central Luzon State University (CLSU) is commonly known for its vast and extensive vicinity that straddles on a 658-hectare campus in the Science City of Muñoz, Nueva Ecija. This fact raises a significant question, especially for incoming freshmen students: “How do we know where the classroom or facility is located?” This study aims to provide a user-friendly and intuitive way for students, staff, and visitors to navigate the sprawling university campus and locate buildings, facilities, and services. The smart interactive map/location-finding application is expected to enhance the overall campus experience by reducing confusion and improving accessibility. It will also help promote safety and security.
EVAPOTRANSPIRATION-BASED SMART IRRIGATION SYSTEM
(2024-05-31) Ballesteros, John Aeron M.; Balala, Danna Mae A.; Membrado, Valerie Joy R.
In the context of increasing agricultural demands and climate variability, efficient irrigation systems are essential for sustainable crop production. This study aims to design and develop an evapotranspiration-based irrigation scheduler for smart irrigation systems. By integrating sensors and advanced technologies, the system enhances water-use efficiency and optimizes irrigation practices. The project includes the development of a cloud-based monitoring platform, offline data logging capabilities, and the deployment of a mini weather station to estimate evapotranspiration rates. This integrated approach shows significant promise for improving agricultural productivity and sustainable water resource management. Performance analysis indicates considerable water savings and improved crop yields, demonstrating the practical viability and scalability of the system for large-scale agricultural applications.
easePermit: A WEB-BASED MONITORING SYSTEM FOR GAPAN CITY BRANCH FIRE STATION FOR PERMIT APPLICATIONS
(2024-06-03) Gallardo, Shiela Mae B.; Nicolas, Mikaela Tricia C.; Olarte, Kennedy C.
The Bureau of Fire Protection encounters difficulties in adequately monitoring fire protection permit applications, impeding their efficient operation. These challenges stem from specific issues, including the absence of proper storage for permit applications, inspectors lacking an efficient process to update inspection statuses, and clients remaining uninformed about the status of their permit applications. As a result, the Bureau's ability to oversee permit applications is compromised, leading to delays in permit issuance and potentially risking compliance with fire safety regulations and the safety of premises. In order to overcome those challenges, this study aimed to design, develop, and implement a web-based monitoring system that enabled online submission and monitoring of permit applications, timely notifications, and updates for clients. The project utilized Software Development Life Cycle (SDLC) methodology which enabled a comprehensive and organized process, leading to a more reliable system. By breaking down the methodology into distinct phases such as requirements, design, development, testing, implementation and evaluation, and support and maintenance, SDLC enabled developers to approach each stage systematically. Overall, the users are satisfied with easePermit. The system achieved an average rating of 4.97 out of 5.00 from end-users, while IT experts rated it an average of 4.78 out of 5.00, both indicating the level of acceptance. Its implementation has streamlined administrative tasks associated with managing, monitoring, and accessing client records and documents. Additionally, it has streamlined fire protection permit applications for Gapan City residents, enhancing efficiency, communication, and processes between the BFP and its clients.
“FIREPoint: Empowering Science City of Muñoz Bureau of Fire Protection Management and Emergency Response (A Web Application Management System and Android Mobile Application Integration)”
(2024-06-03) Gonzaga, Glenn Cedrick L.; Jimenez, John Mark A.; Jimenez, Mark Daniel A.
The FirePoint project was an integrated emergency response system designed to enhance the efficiency of the Bureau of Fire Protection (BFP) in Science City of Muñoz. The study aimed to address the critical need for timely and accurate information during fire incidents, which was vital for saving lives and minimizing damage. Currently, there's a lack of precise location information when fires are reported, limited communication channels for inquiries, and disorganized data management. Additionally, not knowing the locations of fire hydrants and water sources causes delays and inefficiencies in firefighting efforts. The project encompassed both a web application for management and an Android mobile application for use by citizens and rescuers. Utilizing Google API for navigation and Google Maps for location tracking, the system allowed users to report emergencies, track response times, and optimize rescue routes. The study followed a structured methodology that included system design, development, testing, and evaluation. The system's capabilities included incident reporting, email notifications, emergency contacts, and data analysis to generate comprehensive reports. Results from the testing phase indicated that both the web and mobile applications functioned effectively, with high user satisfaction ratings in terms of functionality, usability, efficiency, reliability, security, and portability. The system demonstrated significant improvements in response times and coordination during emergencies. Recommendations for future development included creating an offline version of the application to ensure accessibility without internet connectivity, integrating ID verification during the signup process to enhance security, and developing an iOS version to extend the system's reach to a broader user base.
Local Web-Based Recording and Monitoring System for DSWD AICS Program in Science City of Muñoz
(2024-06-03) Bagsic, Raven Kayle B.; Oliveros, Atom Carlos A.
Managing beneficiary data efficiently is a widespread challenge for organizations across different sectors, especially those involved in social services and assistance programs. The complexity arises as these organizations face difficulties in recording and monitoring processes. The Local Web-Based Recording and Monitoring System for the DSWD AICS Program represents a comprehensive solution to enhance beneficiary data management. It was developed systematically using the Software Development Life Cycle (SDLC) methodology, and this project addresses longstanding challenges inherent in manual data recording and monitoring processes. At its core, the system aims to streamline data entry, improve data accuracy, and enhance accessibility to beneficiary information. Through meticulous planning, analysis, design, development, testing, and maintenance phases, the project ensures alignment with the program's objectives and end-users' needs. The results of the implementation phase underscore the system's success, as it enables real-time tracking of beneficiary information and offers refined mechanisms for data management. In conclusion, the Local Web-Based Recording and Monitoring System signifies a pivotal advancement in beneficiary data management, poised to revolutionize the efficiency and effectiveness of the DSWD AICS Program. Continuous monitoring and refinement will be imperative to ensure the system remains aligned with program objectives and evolves in response to changing needs and technological advancements.

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