Using temporal trends, emotional tone, and sociolinguistic cues, the project exposes inconsistencies in review behavior, highlighting trust gaps, artificial positivity, and strategic weaknesses in …

This project demonstrates the practical power of transfer learning in natural language processing (NLP), especially for real-world business applications such as review analysis, customer service au…

This project applies KMeans clustering to segment customers in the Online Retail II dataset. Using powerful Python libraries such as pandas, scikit-learn, matplotlib, and seaborn, we uncover meanin…

This analysis assesses the performance of a tech-driven insurance company's Wellness Reimbursement Program, with a focus on generating actionable insights and strategic recommendations for the prod…

This project is a terminal-based Wordle-style game implemented in Python. The game challenges users to guess a randomly selected 5-letter singular noun within six attempts. It features colored feed…

Bellabeat Case Study

This collection features a series of interactive dashboards built using real-world datasets across healthcare, marketing, and public sector domains. Each dashboard showcases my ability to analyze c…

The dataset contains detailed web traffic records for lacity.gov, the official website of the City of Los Angeles, covering the period from January 2014 to December 2019. It includes over 8 million…

A collection of my SQL projects, showcasing my skills in data cleaning and exploratory data analysis (EDA).

The report is based on patient data from 2011 to 2022, encompassing nearly 1,000 patients and 27,891 encounters. The goal is to provide actionable insights to improve operational efficiency, patien…