BEST THESIS OVERALL
BEST THESIS OVERALL

Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Environment
Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Members:
- Jansen Jhoel G. Moral
- John Christian S. Paglinawan
- Dane Ross B. Quintano
- Dharmveer S. Sandhu
Mentor:
Mr. Justine Jude Pura

SudoCodes
Augmenting Named Entity Recognition and Dependency Parsing in the SpaCy NLP Pipeline for Enhanced Mathematical Instruction in Educational Speech-to-Text Systems
Education
SudoCodes
Augmenting Named Entity Recognition and Dependency Parsing in the SpaCy NLP Pipeline for Enhanced Mathematical Instruction in Educational Speech-to-Text Systems
Members:
- Ralph Clarence C. Bello
- Marnel Jade T. Carpio
- Raphael V. Paragua
- Mychal Andres B. Pejana
Mentor:
Mr. Jeneffer A. Sabonsolin

C-ram Solutions
Swine Scan: A Smart Pig Monitoring System using YOLOv8 and Neural Networks for Behavioral and Environmental Analysis
Agriculture
C-ram Solutions
Swine Scan: A Smart Pig Monitoring System using YOLOv8 and Neural Networks for Behavioral and Environmental Analysis
Members:
- Guennevere C. Rito
- Jane Cristel A. Bohol
- Myles Nadine DG. Manalastas
- Marc Lester J. Sumague
Mentor:
Dr. Hadji J. Tejuco

Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Environment
Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Members:
- Jansen Jhoel G. Moral
- John Christian S. Paglinawan
- Dane Ross B. Quintano
- Dharmveer S. Sandhu
Mentor:
Mr. Justine Jude Pura

SudoCodes
Augmenting Named Entity Recognition and Dependency Parsing in the SpaCy NLP Pipeline for Enhanced Mathematical Instruction in Educational Speech-to-Text Systems
Education
SudoCodes
Augmenting Named Entity Recognition and Dependency Parsing in the SpaCy NLP Pipeline for Enhanced Mathematical Instruction in Educational Speech-to-Text Systems
Members:
- Ralph Clarence C. Bello
- Marnel Jade T. Carpio
- Raphael V. Paragua
- Mychal Andres B. Pejana
Mentor:
Mr. Jeneffer A. Sabonsolin

C-ram Solutions
Swine Scan: A Smart Pig Monitoring System using YOLOv8 and Neural Networks for Behavioral and Environmental Analysis
Agriculture
C-ram Solutions
Swine Scan: A Smart Pig Monitoring System using YOLOv8 and Neural Networks for Behavioral and Environmental Analysis
Members:
- Guennevere C. Rito
- Jane Cristel A. Bohol
- Myles Nadine DG. Manalastas
- Marc Lester J. Sumague
Mentor:
Dr. Hadji J. Tejuco
Most Innovative
Most Innovative

GGS(S)
AuthMed: A Two-Stage Convolutional Neural Network Approach for Counterfeit Over-the-Counter Pharmaceutical Drug Detection Using SSD-MobileNetV2 and ResNet-50
Medicine and Health
GGS(S)
AuthMed: A Two-Stage Convolutional Neural Network Approach for Counterfeit Over-the-Counter Pharmaceutical Drug Detection Using SSD-MobileNetV2 and ResNet-50
Members:
- Emily Anne A. Tan Sanchez
- Jienne Khalil A. Lechuga
- Rizeth Marianne C. Marcelo
- Michelle Gabrielle P. Ulanday
Mentor:
Dr. Hadji J. Tejuco

ByteCraft
DeepBreath: RestNet-34 and Logistics Regression of Cough Sounds Analysis to Assist Preliminary Diagnosis of Pneumonia
Medicine and Health
ByteCraft
DeepBreath: RestNet-34 and Logistics Regression of Cough Sounds Analysis to Assist Preliminary Diagnosis of Pneumonia
Members:
- Ronald Dela Cruz Baharias
- Martin C. Villanueva
- Chelsy Denise G. Mendoza
- Christian Edgar C. Molina
Mentor:
Ms. May Florence San Pablo

Akira
Akitune: Adaptive Audio Retuning Using Audio Processing and Deep Learning for Age-Based Hearing Profile Enhancement
Medicine and Health
Akira
Akitune: Adaptive Audio Retuning Using Audio Processing and Deep Learning for Age-Based Hearing Profile Enhancement
Members:
- Dustin Rafe C. Wania
- Exequiel U. Bangal
- Dennis O. Lappay
- Ritz John S. Layderos
Mentor:
Mr. Justine Jude Pura

GGS(S)
AuthMed: A Two-Stage Convolutional Neural Network Approach for Counterfeit Over-the-Counter Pharmaceutical Drug Detection Using SSD-MobileNetV2 and ResNet-50
Medicine and Health
GGS(S)
AuthMed: A Two-Stage Convolutional Neural Network Approach for Counterfeit Over-the-Counter Pharmaceutical Drug Detection Using SSD-MobileNetV2 and ResNet-50
Members:
- Emily Anne A. Tan Sanchez
- Jienne Khalil A. Lechuga
- Rizeth Marianne C. Marcelo
- Michelle Gabrielle P. Ulanday
Mentor:
Dr. Hadji J. Tejuco

ByteCraft
DeepBreath: RestNet-34 and Logistics Regression of Cough Sounds Analysis to Assist Preliminary Diagnosis of Pneumonia
Medicine and Health
ByteCraft
DeepBreath: RestNet-34 and Logistics Regression of Cough Sounds Analysis to Assist Preliminary Diagnosis of Pneumonia
Members:
- Ronald Dela Cruz Baharias
- Martin C. Villanueva
- Chelsy Denise G. Mendoza
- Christian Edgar C. Molina
Mentor:
Ms. May Florence San Pablo

Akira
Akitune: Adaptive Audio Retuning Using Audio Processing and Deep Learning for Age-Based Hearing Profile Enhancement
Medicine and Health
Akira
Akitune: Adaptive Audio Retuning Using Audio Processing and Deep Learning for Age-Based Hearing Profile Enhancement
Members:
- Dustin Rafe C. Wania
- Exequiel U. Bangal
- Dennis O. Lappay
- Ritz John S. Layderos
Mentor:
Mr. Justine Jude Pura
BEST PRESENTER
BEST PRESENTER

Dharmveer S. Sandhu
Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Environment
Dharmveer S. Sandhu
Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Members:
- Jansen Jhoel G. Moral
- John Christian S. Paglinawan
- Dane Ross B. Quintano
- Dharmveer S. Sandhu
Mentor:
Mr. Justine Jude Pura

Ralph Clarence C. Bello
SudoCodes
Augmenting Named Entity Recognition and Dependency Parsing in the SpaCy NLP Pipeline for Enhanced Mathematical Instruction in Educational Speech-to-Text Systems
Education
Ralph Clarence C. Bello
SudoCodes
Augmenting Named Entity Recognition and Dependency Parsing in the SpaCy NLP Pipeline for Enhanced Mathematical Instruction in Educational Speech-to-Text Systems
Members:
- Ralph Clarence C. Bello
- Marnel Jade T. Carpio
- Raphael V. Paragua
- Mychal Andres B. Pejana
Mentor:
Mr. Jeneffer A. Sabonsolin

Jane Cristel A. Bohol
C-ram Solutions
Swine Scan: A Smart Pig Monitoring System using YOLOv8 and Neural Networks for Behavioral and Environmental Analysis
Agriculture
Jane Cristel A. Bohol
C-ram Solutions
Swine Scan: A Smart Pig Monitoring System using YOLOv8 and Neural Networks for Behavioral and Environmental Analysis
Members:
- Guennevere C. Rito
- Jane Cristel A. Bohol
- Myles Nadine DG. Manalastas
- Marc Lester J. Sumague
Mentor:
Dr. Hadji J. Tejuco

Dharmveer S. Sandhu
Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Environment
Dharmveer S. Sandhu
Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Members:
- Jansen Jhoel G. Moral
- John Christian S. Paglinawan
- Dane Ross B. Quintano
- Dharmveer S. Sandhu
Mentor:
Mr. Justine Jude Pura

Ralph Clarence C. Bello
SudoCodes
Augmenting Named Entity Recognition and Dependency Parsing in the SpaCy NLP Pipeline for Enhanced Mathematical Instruction in Educational Speech-to-Text Systems
Education
Ralph Clarence C. Bello
SudoCodes
Augmenting Named Entity Recognition and Dependency Parsing in the SpaCy NLP Pipeline for Enhanced Mathematical Instruction in Educational Speech-to-Text Systems
Members:
- Ralph Clarence C. Bello
- Marnel Jade T. Carpio
- Raphael V. Paragua
- Mychal Andres B. Pejana
Mentor:
Mr. Jeneffer A. Sabonsolin

Jane Cristel A. Bohol
C-ram Solutions
Swine Scan: A Smart Pig Monitoring System using YOLOv8 and Neural Networks for Behavioral and Environmental Analysis
Agriculture
Jane Cristel A. Bohol
C-ram Solutions
Swine Scan: A Smart Pig Monitoring System using YOLOv8 and Neural Networks for Behavioral and Environmental Analysis
Members:
- Guennevere C. Rito
- Jane Cristel A. Bohol
- Myles Nadine DG. Manalastas
- Marc Lester J. Sumague
Mentor:
Dr. Hadji J. Tejuco
BEST AVP
BEST AVP

4 Bytes
LigtasMax: Disaster Assistance System with Geofencing using DBSCAN in City of Manila
Environment
4 Bytes
LigtasMax: Disaster Assistance System with Geofencing using DBSCAN in City of Manila
Members:
- Kylle Marius M. Hardin
- Iolo Christopher M. Bonggay
- Dann Gabriel D. Mangahas
- Nadia Fiona B. Teh
Mentor:
Ms. Fanny C. Almeniana

Code Crusaders
TamSched: Integrating Natural Language Processing and Genetic Algorithm for Optimal Course Scheduling of Irregular Students in the College of Computer Studies and Multimedia Arts Department at FEU Institute of Technology
Natural Language Processing
Code Crusaders
TamSched: Integrating Natural Language Processing and Genetic Algorithm for Optimal Course Scheduling of Irregular Students in the College of Computer Studies and Multimedia Arts Department at FEU Institute of Technology
Members:
- Marielle D. Basanes
- Katrina Sofia D. Fabellar
- John Dale C. Guiang
- Marc Gabriel L. Ybay
- David Joshua V. Yusi
Mentor:
Dr. Beau Gray M. Habal

GGS(S)
AuthMed: A Two-Stage Convolutional Neural Network Approach for Counterfeit Over-the-Counter Pharmaceutical Drug Detection Using SSD-MobileNetV2 and ResNet-50
Medicine and Health
GGS(S)
AuthMed: A Two-Stage Convolutional Neural Network Approach for Counterfeit Over-the-Counter Pharmaceutical Drug Detection Using SSD-MobileNetV2 and ResNet-50
Members:
- Emily Anne A. Tan Sanchez
- Jienne Khalil A. Lechuga
- Rizeth Marianne C. Marcelo
- Michelle Gabrielle P. Ulanday
Mentor:
Dr. Hadji J. Tejuco

4 Bytes
LigtasMax: Disaster Assistance System with Geofencing using DBSCAN in City of Manila
Environment
4 Bytes
LigtasMax: Disaster Assistance System with Geofencing using DBSCAN in City of Manila
Members:
- Kylle Marius M. Hardin
- Iolo Christopher M. Bonggay
- Dann Gabriel D. Mangahas
- Nadia Fiona B. Teh
Mentor:
Ms. Fanny C. Almeniana

Code Crusaders
TamSched: Integrating Natural Language Processing and Genetic Algorithm for Optimal Course Scheduling of Irregular Students in the College of Computer Studies and Multimedia Arts Department at FEU Institute of Technology
Natural Language Processing
Code Crusaders
TamSched: Integrating Natural Language Processing and Genetic Algorithm for Optimal Course Scheduling of Irregular Students in the College of Computer Studies and Multimedia Arts Department at FEU Institute of Technology
Members:
- Marielle D. Basanes
- Katrina Sofia D. Fabellar
- John Dale C. Guiang
- Marc Gabriel L. Ybay
- David Joshua V. Yusi
Mentor:
Dr. Beau Gray M. Habal

GGS(S)
AuthMed: A Two-Stage Convolutional Neural Network Approach for Counterfeit Over-the-Counter Pharmaceutical Drug Detection Using SSD-MobileNetV2 and ResNet-50
Medicine and Health
GGS(S)
AuthMed: A Two-Stage Convolutional Neural Network Approach for Counterfeit Over-the-Counter Pharmaceutical Drug Detection Using SSD-MobileNetV2 and ResNet-50
Members:
- Emily Anne A. Tan Sanchez
- Jienne Khalil A. Lechuga
- Rizeth Marianne C. Marcelo
- Michelle Gabrielle P. Ulanday
Mentor:
Dr. Hadji J. Tejuco
BEST POSTER
BEST POSTER

Autonomoux
SuperMango: The Effectiveness of ResNet50 for Multi-Class Anthracnose Severity Classification in Sweet Elena Mango Strain Leaves with a Rule - Based Prescription System
Agriculture
Autonomoux
SuperMango: The Effectiveness of ResNet50 for Multi-Class Anthracnose Severity Classification in Sweet Elena Mango Strain Leaves with a Rule - Based Prescription System
Members:
- Kyle Robin Andaya
- Rami Yousef Abuarqoub
- John Waver O. Aguilar
- Neero Cruz
- Rolen Christoper Paradeza
Mentor:
Ms. Marilyn Sanchez

Codeware
Scene Weaver: A Stable Diffusion and Natural Language Processing Supported Web Application for Storyboarding
Natural Language Processing
Codeware
Scene Weaver: A Stable Diffusion and Natural Language Processing Supported Web Application for Storyboarding
Members:
- Christian Dave D. Carlos
- Sean Marion R. Guelas
- Andrew Rafael S.A. Mergano
- Von Emil C. Yapan
Mentor:
Ms. Elisa V. Malasaga

Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Environment
Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Members:
- Jansen Jhoel G. Moral
- John Christian S. Paglinawan
- Dane Ross B. Quintano
- Dharmveer S. Sandhu
Mentor:
Mr. Justine Jude Pura

Akira
Akitune: Adaptive Audio Retuning Using Audio Processing and Deep Learning for Age-Based Hearing Profile Enhancement
Medicine and Health
Akira
Akitune: Adaptive Audio Retuning Using Audio Processing and Deep Learning for Age-Based Hearing Profile Enhancement
Members:
- Dustin Rafe C. Wania
- Exequiel U. Bangal
- Dennis O. Lappay
- Ritz John S. Layderos
Mentor:
Mr. Justine Jude Pura

Autonomoux
SuperMango: The Effectiveness of ResNet50 for Multi-Class Anthracnose Severity Classification in Sweet Elena Mango Strain Leaves with a Rule - Based Prescription System
Agriculture
Autonomoux
SuperMango: The Effectiveness of ResNet50 for Multi-Class Anthracnose Severity Classification in Sweet Elena Mango Strain Leaves with a Rule - Based Prescription System
Members:
- Kyle Robin Andaya
- Rami Yousef Abuarqoub
- John Waver O. Aguilar
- Neero Cruz
- Rolen Christoper Paradeza
Mentor:
Ms. Marilyn Sanchez

Codeware
Scene Weaver: A Stable Diffusion and Natural Language Processing Supported Web Application for Storyboarding
Natural Language Processing
Codeware
Scene Weaver: A Stable Diffusion and Natural Language Processing Supported Web Application for Storyboarding
Members:
- Christian Dave D. Carlos
- Sean Marion R. Guelas
- Andrew Rafael S.A. Mergano
- Von Emil C. Yapan
Mentor:
Ms. Elisa V. Malasaga

Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Environment
Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Members:
- Jansen Jhoel G. Moral
- John Christian S. Paglinawan
- Dane Ross B. Quintano
- Dharmveer S. Sandhu
Mentor:
Mr. Justine Jude Pura

Akira
Akitune: Adaptive Audio Retuning Using Audio Processing and Deep Learning for Age-Based Hearing Profile Enhancement
Medicine and Health
Akira
Akitune: Adaptive Audio Retuning Using Audio Processing and Deep Learning for Age-Based Hearing Profile Enhancement
Members:
- Dustin Rafe C. Wania
- Exequiel U. Bangal
- Dennis O. Lappay
- Ritz John S. Layderos
Mentor:
Mr. Justine Jude Pura
BEST THESIS BY CATEGORY

Agriculture
C-ram Solutions
Swine Scan: A Smart Pig Monitoring System using YOLOv8 and Neural Networks for Behavioral and Environmental Analysis
Members
- Guennevere C. Rito
- Jane Cristel A. Bohol
- Myles Nadine DG. Manalastas
- Marc Lester J. Sumague
Mentor
Dr. Hadji J. Tejuco

Computer Vision
Tech Titans
PowerLift: Precision Pose Estimation for Powerlifting Performance Metrics
Members
- Edilson D. Tuban
- Carl Joshua M. Coloma
- Ray Justine M. Morales
- Jan Jayson D. Yap
Mentor
Mr. Justine Jude Pura

Education
SudoCodes
Augmenting Named Entity Recognition and Dependency Parsing in the SpaCy NLP Pipeline for Enhanced Mathematical Instruction in Educational Speech-to-Text Systems
Members
- Ralph Clarence C. Bello
- Marnel Jade T. Carpio
- Raphael V. Paragua
- Mychal Andres B. Pejana
Mentor
Mr. Jeneffer A. Sabonsolin

Environment
Agile
TrashScan: A Surveillance-Powered Integrated System for Monitoring Real-Time Street Litter Density utilizing Convolutional Neural Networks
Members
- Jansen Jhoel G. Moral
- John Christian S. Paglinawan
- Dane Ross B. Quintano
- Dharmveer S. Sandhu
Mentor
Mr. Justine Jude Pura

Medicine & Health
Techstack
Cutaneous Melanoma Detection: A Preliminary Screening Model Using Convolutional Neural Networks and UNET Segmentation
Members
- Nash Ivan Ramos Ramos
- Alfredo C. Venturina IV
- Reggie T. Dimagiba Jr.
- Carl Justin M. Cueto
Mentor
Mr. Jeneffer A. Sabonsolin

Natural Language Processing
Techne
XeeAI: Integrating Explainable AI Visualization through LIME Algorithm in an AI System
Members
- Xynil Jhed Lacap
- John Aiverson P. Abong
- Janna Andrea G. Justiniano
- Raphael Andre C. Mercado
Mentor
Dr. Hadji J. Tejuco
BEST THESIS MENTOR
Mr. Justine Jude Pura
A dedicated educator and tech leader with over eight years of experience in the government and academe combined. With a proven track record of empowering thousands and leading high-impact initiatives, he stands at the pinnacle as the best mentor of CS Expo 2025.

