Analysing the Impact of Marijuana Legalization

Merging public datasets from the city of Los Angeles with web scraped data to statistically analyse the impact of marijuana legalization.

A/B Test Analytics

Performing A/B testing to analyse the impact of displaying customer comments and evaluations on product sales.

Bias and Fairness on Multimodal Emotion Detection Algorithms

Exploring the biases that exist in multimodal emotion recognition systems in relationship to the modalities utilized (audio, video, text).

App Sentiment Analysis

Employing web scraping and a Bidirectional Encoder Representations from Transformers (BERT) neural network to analyse customer sentiment on multiple Apps competing in the work management space.

Media Sentiment Analysis

Scraping theme-specific articles from main news outlets, then evaluating overall sentiment through various NLP techniques.

Los Angeles Neighborhood Score

Gathering, processing, storing and displaying data on multiple quality of life criteria for neighborhoods in Los Angeles.

Web Scraping Government Speeches on Covid-19

Employing web scraping techniques to filter and assess the speeches of NY Governor Andrew Cuomo and NY Mayor Bill de Blasio during the covid-19 pandemic.

Earthquake Maps

Visually exploring earthquake data with various R visualization packages.

KPI Analytics

Extracting, modeling and analysing Key Performance Indicators (KPIs) from a retail store dataset.

Big Data Analytics

Using Spark and MapReduce to analyse a large dataset which requires the appropriate big data tools for insight extraction.

People Analytics

Delving into Exploratory Analysis and Feature Selection to extract insights from IBM's Human Resources dataset containing employee information.

Market Basket Analysis

Designing a distributed computing algorithm to identify items frequently bought together on purchasing history data.

Association Rule Mining

Crime analytics via Frequent-Pattern Growth for mining association rules between locations, crimes and resolutions.

Data Stream Analytics

Building a scalable algorithm for estimating unique active users in a size-fluctuating stream of data.