Work Experience
Projects
Toronto Climate,
Air Quality &
EMS Dashboard
This project analyzes how weather, air quality, and digital health signals influence daily EMS call volumes in Toronto. Using multiple data sources, it builds a predictive model and presents insights through an interactive Streamlit dashboard.
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Predicting and
Preventing Serious
Traffic Collisions in
Toronto
I created this project to explore serious traffic collisions in Toronto using open data and machine learning in R. My goal was to identify patterns, pinpoint dangerous intersections, and propose actionable solutions to help reduce injuries and fatalities on city streets.
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LGBTQ+ Media Representation
Analysis
A data science project examining LGBTQ+ representation in cinema and public discourse using Python and NLP.
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City of Toronto's Ward Profiles
Discover the perfect place to call home in Toronto! Using detailed ward data, I've pinpointed the ideal neighbourhoods for new residents to find their perfect fit in this vibrant city.
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New York's Yellow Taxi Trips Data Pipeline
Unlock the power of New York City's iconic yellow taxis! By leveraging Google Cloud Platform and Looker, I've created dynamic pipelines and interactive dashboards to explore the city's taxi data like never before
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Cash vs. Card: Uncovering Uber's Payment Preferences Through Data
Explore how Uber riders prefer to pay! Using the Uber dataset and hypothesis testing, I analysed whether customers lean towards cash or card for their rides.
Predicting the Future: US Defence Budget Forecasting with Time Series Models
Explore the future of US defence spending! Using time series forecasting and machine learning models, I predict the trends in the US defence budget
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Startup Success Prediction using Machine Learning
This project uses machine learning to predict the success of startup companies based on various features such as funding, location, industry, and team size. The goal is to help investors and entrepreneurs make more informed decisions about which startups to invest in or launch or the startup will be successfull or not.
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Global Defence Budgets: Insights from Historical Trends and Economic Factors
This analysis delves deep into the intricacies of military budgets, shedding light on the symbiotic relationship between a nation’s defense spending and its Gross Domestic Product (GDP), important historical events and the Global peace Index.
Discover the perfect place to call home in Toronto! Using detailed ward data, I've pinpointed the ideal neighbourhoods for new residents to find their perfect fit in this vibrant city.
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