Customer Churn Analysis

Analyze a movie streaming company's customer's dataset of 7000 records, to predict whether or not the customers will switch their subscription plan. Microsoft Excel was used for data cleaning and R was used for EDA, model training and evaluation.

Tata Virtual Internship (Online Retail Analysis)

In this virtual internship for Tata, I conducted descriptive analytics for an online retail dataset. With Tableau, the outlook of business had been analyzed, showing the revenue of the company over time, by location, as well as the top 10 customers by location. A presentation was also conducted.

Accenture Virtual Internship (Descriptive Analytics of Marketing firm)

This is an analytics project from Accenture's client - a marketing firm. I conducted a descriptive analysis of their social media content performance as part of the project. Using Excel, I have conducted data cleaning and used Vlookup to aggregate datasets, Tableau Visualization and Presentation

Job Application Database

I collaborated with 2 team members to build a database leveraging MS Access for companies and students applying for jobs, helping them track the application and interviews. I also conducted SQL queries to deliver relevant insights.

IED Detection in Public Waste Receptacles

This is a group project that aims to create a detection model for IEDs in public waste for research purposes. We collected a synthesis dataset of IEDs in public waste, conducted data preparation, we utilized transfer learning using the YOLOv5 model (a pretrained object detection model).