projects

A growing collection of cool projects.

Data Science
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A meta-analysis of genome-wide associations with body mass index

Conduct a meta-analysis to identify shared genetic variants associated with BMI and potential population-specific variants.
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Tumour classification with machine learning methods

Applied classification algorithms to classify cancer tumour classes based on the gene expression data.

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Stock Market Analysis

Conducted time series analysis on historical stock data to identify patterns and trends, and employed advanced neural network models to forecast future market prices.

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Enhancing fraud detection for NullFraud bank

The project participated in the UBC Data Analytics Competition, aiming to enhance the performance of classification algorithms for more accurate predictions of fraudulent financial transactions. Additionally, the project focused on providing business recommendations informed by data analytics insights.

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Analytics and visualization of political data

This project was part of the Math to Power Industry initiative in August 2021. Its goal was to apply mathematical and statistical tools to analyze and quantify political dynamics.
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Music store database analysis with SQL

Assist the Chinook team with understanding the media in their store and their customers.