
An Investigation into the Socioeconomic Factors Correlated to PISA Reading Scores
Orchee Haque, Sophie Hoyer, Stephanie Huynh, Sraddha Uppili

Examining the Effects of Government Funding and Staff Compensation on Public School Completion Rates
Allan Cao, Ziyan Li, Sarah Zuo

The Correlation Between Economic Status and Quality of Education
Isaac Bahler, Samantha Chong, Nanya Anyaduba, and Nier Kamel

Investigating the Relationship between Poverty and Educational Success
Albert Choi, Jazli Muhammad, and Bobby Tang

Using Genetic Algorithms to Optimize Energy Harvesting Relative to Budgets and Geolocation
Andrei Dumitrache and Alex Rodriguez-Perez

An Investigation into the Socioeconomic Factors Correlated to PISA Reading Scores
Orchee Haque, Sophie Hoyer, Stephanie Huynh, Sraddha Uppili

Examining the Effects of Government Funding and Staff Compensation on Public School Completion Rates
Allan Cao, Ziyan Li, Sarah Zuo

The Correlation Between Economic Status and Quality of Education
Isaac Bahler, Samantha Chong, Nanya Anyaduba, and Nier Kamel

Investigating the Relationship between Poverty and Educational Success
Albert Choi, Jazli Muhammad, and Bobby Tang

Multivariate Analysis of United States Public Education Data to Optimize the Classroom Environment
Ammar Vora, Nishan Soni , Faiz Hanafi , and Vishwanath Wimalasena

Using Feature Importance Methods to Identify the Primary Factors Contributing to Education Index
Samuel Lu, Evan Skrukwa, and Shahryar Wasif

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Priscilla Chirom, Amisha Gill

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Brian Hsiao, Olivia Chen, Kelly Hu

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Vishwanath Wimalasena, Faiz Hanafi, Ammar Vora, Nishan Soni

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Anya Pederson, Susan Fountain, Harsh Kumar Patel

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David Zhang, Amos You

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William Zhou, Tony Hu, Dhananjay Patki, Andrew Li

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Ananya Trivedi, Amy Lai, Keanu Liwongan, Yumi Peng

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Duomi Ding, Allan Cao, Alexander Greco

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Shrinjay Mukherjee, Sunny Zuo, Max Zhong, Abhigyan Garg

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Lindy Zhai, Brennan Cowley Adam, Bishneet Singh

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Nicholas Wilger, Nicholas Sweerts, Rohin Dhadli, Daniel Awotundun

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Kevin Li, Joshua Xu, David Zuo

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Shounak Ray, Jaqueline Seal, Evin Chin

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Lindy Zhai, Gracia Angeline Soenarjo, Cecilia Liu, Brennan Cowley Adam

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Jay Zou, Kevin Ye, Brian Ning, Brian Yao

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Allan Cao, Sheridan Feucht

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Elena Pan, Claire Schroeder, Amna Sheikh, Julia Zhang

An Investigation into the Socioeconomic Factors Correlated to PISA Reading Scores
Orchee Haque, Sophie Hoyer, Stephanie Huynh, Sraddha Uppili

Examining the Effects of Government Funding and Staff Compensation on Public School Completion Rates
Allan Cao, Ziyan Li, Sarah Zuo

The Correlation Between Economic Status and Quality of Education
Isaac Bahler, Samantha Chong, Nanya Anyaduba, and Nier Kamel

Investigating the Relationship between Poverty and Educational Success
Albert Choi, Jazli Muhammad, and Bobby Tang

Understanding the Influence of Immigration on the Aging Experience in Canada
Amna Sheikh, Ayesha Sheikh, Khadija Sheikh, Noor Sheikh

The Best Predictors of Parkinson’s Disease: A Subgroup Analysis Using Random Forests
Aishah Olopade, Eshan Sindhu, Alisha Arora, Maria Adamjee

Digital Twin Cities: Simulating Aging Outcomes By Modifying Social Determinants of Health
Wadi Alam, Omar Negmeldin, Divakar Gaba, Abdulrahman Negmeldin

Use of Artificial Intelligence in Detection of Arrhythmia from Electrocardiograms
ZiQi Wei, Joanna Wong, Darren Cheng, Julie Seo, Nicky Chui

Using Genetic Algorithms to Optimize Energy Harvesting Relative to Budgets and Geolocation
Andrei Dumitrache and Alex Rodriguez-Perez

Comparing White-Box Versus Black-Box Predictive AI Models for Dementia Using OASIS Data
Ishaan Gupta, David Akingbade, Tirth Patel, Faseeh Imtiaz, Gurshaan Sidhu

Integrating Artificial Intelligence and Behavioural Risk Profiling for Early Stroke Prevention
Ramih Haque, Jamie Marquez, Ayden Good, Azfar Anjum, Joshua Aluko

Socio-economic Predictors of Chronic Musculoskeletal Diseases
Matthias Zelleke, Simranpreet Gill, Tripatjit Kaur, Nancy Tang, Jeet Patel

Drawing To Diagnose: A Gamified Diagnostic Tool For Alzheimer’s And Parkinson’s Disease
Tosin Boyede, Sana Wahab, Sihaam Khalid, Hooria Ashfaq

Enhancing HVAC Design Using Smart Home Technologies
Haotian F, Nate G, Isaac W, and Piaoyi W, Jonathan Greco

Designing Beautiful and appreciable architecture for all, including reflections of Indigenous cultures
Johnny Wu, Micah Mei

How Accessible is Fair Housing to Minority Groups in Canada?
Eric Rutherford, Nathan Wolfe, Kayla Parmar, Noor Sheikh, and Raymbek Zhurgenbay

An Investigation into Factors Correlated with Regional Co-Living Frequencies
Labib Chowdhury, Jenny Zhong, Samuel Mausberg, Sanjay Jayaram

Investigating The Impact of Lower House Prices, Credit Scores, Average Salaries, and Debt to Income on Underrepresented People During Economic Recessions
Yunhe Zhang, Jadelyn Tran, Atharva Rao

Urban City planing around Vancouver, Canada
Chingyin Zhang, Tyler Xu, Edward Liu, and Bruce Ji

Addressing Fair Housing Considering Anthropogenic Climate Change-Induced Natural Disasters
Pranav Pathak, Angela Qin, and Amaan Arif

Military Housing Availability and Affordability: An Analysis of the Current State and Potential Solutions for Improving Housing for CAF Service Members and Their Families
Kashish Mehrotra, Anwita Karkera, Prangad Gupta, Mateo Yajure, and Muhammad Aliyan

Research on people’s lifestyles and their preference for smart home technology
Yingru Shelley Ji, Tanya Liu, Yixin Sophie Jiang, and David Zhu

A Comparative Analysis of Random Forest, Gradient Boosting, and LSTM Architectures for Crop Yield Forecasting in Canada
Tony Moon, Benjamin Zhang, Joe Hu, Leo Qin

Predicting Sub-National Food Crises Using Machine Learning and Climate Data
Stephen Yang, Dipto Sikdar, Manhaar Singh, Kian Gholami, Daniel Solano

The Effects of Nitrogen Based Fertilizer on the Environment in Alberta
Ali Iqbal, Carter Zhang, Tiger Yang, Aiden Xiong, Jason Xiong

The Digital Threshold: Uncovering Non-Linear Relationships Between Technology and Agricultural Productivity
Eric Huang, John Zhang Chen, Ryan Li, Wenny Li, Lucas Chen

Global Food Misdistribution –– The Fundamental Barrier to “Zero Hunger”
Eileen Tang, Joshua Yuhua Wang, Andy Hu, Daniel Durrant

The Impact of Native Soil Microbiota and Environmental Variables on Agricultural Sustainability
Mugdha Paul, Jaden Lau, Lucas Alonso, Xing Gao, Aprille Cui

Aquaculture Practices In China And Effects On Undernourishment Rates In Neighbouring Countries
Baran Homafar, Ashley Chen, Rajdeep Ahuja, An Huynh, Quinn Reilly

Predicting the Impact of Climate Change on Maize Yields in Sub-Saharan Africa
Alexander Chong, Aaron He, Austin Zhan, Jonas Huang

Adoption of AI in Agriculture For Sustainability and Accessibility For Those In Need
Ryan Xia, Michael Lee

Investigating the Impact of Soil Organic Carbon Levels on Canadian Maize Yields
Misha Kapadia, Carrie Ma, Karrie Chen, Allan Pan

Comparing Convolutional Neural Networks and Vision Transformers for Maize Leaf Disease Detection Using Large-Scale Image Data
Maya Rajpar, Maya Liang, Kimia Sharifi

Comparing CNN and Microbial Models for Shelf Life Prediction in Perishable Foods
Aidan Homafar, Timothy Leung, Kayley Fong, Maral Salbashian, Aydin Cheung

A Data-Driven Analysis of Cover Crops, Food Insecurity, and Obesity
Sania Grewal, Cynthea Yuan, Riya Ravikumar, Sarah Hoda

Leveraging Artificial Intelligence Framework for Predicting Crop Yields in Canada's Agricultural Breadbasket
Shaayaan Aggarwal, Samir Khan, Arvind Raj, Kinjal Chatterjee, Elise Protti

From Harvest to Food Security: Machine Learning Forecasts for the United States
Cathy Rong, Renisa Ghosh, Safiya Taher, Sabrina Qian, Arthur

A Multivariate Analysis of the Influence of Soil Conditions on Wheat Yields
Akash Anand, Arnav Sinha, Lucien Lin, Richard Gao, Justin Nguyen

Predicting the Effects of Climate Anomalies on Yield Deviations of Major Crops
Treasure Atewologun, Harper Yang

Investigating the Significance of Weather Conditions on Cercospora Disease Development in Agriculture
Ronald Li, Cole Lam, Shicheng Zhang, Joy Samanta, Harsh Vadodariya

Predicting Child Stunting in Sub-Saharan Africa Using Socioeconomic, Environmental, and Agricultural Indicators
Chenwei Pan, Aiza Khwaja

Identifying Factors Influencing Youth Substance Abuse in Canada: Insights from Machine Learning Models
Sean Choi, Jerry Hu, Brian Chen, Yihan Wang, Simba Yang

Correlations and Causations: Academic Performance and Risky Behaviors Among High School Students
L. Calosing, A. Kozyrev, P. Mishra, P. Pathak, and A. Tan

A Multivariate Analysis Using Machine Learning on the Impact of Education-Based Factors on Employment Income for Youth
Jessica Bai, Aiden Chen, Julie Chen, and Alexander Li

Unveiling Social Inequities in Adolescent Suicide: Harnessing AI and Open Data Analytics for Targeted Interventions
Andrew Xiang, Bill Gu, Sofiya Zuykova, Jingtian Fu, and Shayaan Shobid

Examining the Impact of Digital Access Disparities on Educational Outcomes During the COVID-19 Pandemic: A Global Analysis
Shazain Wasif, Taysir Bhura, Mofe Omolade, and Farhan Chowdhury

Using AI to Mitigate Bias Between Student Demographics and Extracurricular Courses: An Analysis on the Accessibility of Extracurricular Activities and Social Inequities Among Adolescents
Jasper Knoll, Vibhu Vemana, Piaoyi Wu, Elias Yajure, and Ronald Li

Effect of Climate Change on Coral Reefs
Akshaya Segu

Analyzing The Correlation Between Biodiversity Indexes, Carbon Emissions, and Government Investment Into Public Transport to Identify Feasible Pathways to Improving Biodiversity in the Future
Ashank Chaturvedi, Atharva Rao, Joel Zou, Owen Kuang, and Yunhe Zhang

Optimizing Reforestation to Reduce the Effects of Climate Change by Fostering Biodiversity
Boyd Hamilton, Khadija Sheikh, Nicole Sun, and Talia Zhang

Impacts of Agricultural Activity on Fish Biodiversity in Freshwater Ecosystems
Robert Lin, Shotaro Richardson, Arya Shahabi, Jasleen Randhawa, and Abigail Conley

Developing a Generative AI Model to Protect Biodiversity from Mining in Mainland United States of America
Ignacio Gimon, Ahyan Kabir, Pranav Pathak, and Aaron Tan

A Greener Tundra: The Impact of Climate Warming on Arctic Tundra Biodiversity
Jessica Bai

Enhancing Forest Fire Predictions with Sequential Models for Ecosystem Preservation and Public Safety
Eleanor Huang, Kyle Su, Anthony Hou, and Clement Zhou

AI’s Role in Identifying Sites of Landfill Through Deep Learning Models
Yixin (Sophie) Jiang, Daisy Xia, Yihan Wang, Vincent Zhengran Xiao, and Eric Tam

A Conditional Generative Adversarial Network to Simulate Species Coexistence Patterns
Audrey Li, Bella Jiao, Victoria Yan, and Wesley Deng

Social Media: The Influencer of Mental Health
Yeonjae Oh, Milanda Luo, Ying Wa Ng

Investigating the Influence of Poverty on High School Graduation Rates: An Analysis of the Impact of Socioeconomic Inequities on Adolescents
Arnav Sinha, Harper Yang, Justin Nguyen, Lucien Lin, and Richard Gao

Defining the Effects of Legislation and Political Attitudes on K-12 School Shootings: 2010-2022
Robert Lin, James Mar, Vanessa Wang, Elaine Wang, and Jordan Chen

Predicting Opioid Use Disorders in the U.S. Using Machine Learning Among Adolescents Receiving Mental Health Services
Cathy Rong, Jessie Song, Afnan Rajab, Iris Li, Chase Pelechytik

Impact of Health Inequality on Adolescent Fertility Rate and Abortion Rate
Riley Jin, Ella Zhang, and Sophia Na