Data Analytics

the process of examining raw data to uncover patterns,
trends, and insights that can be used to make informed decisions.

Professional Development

Completed the Capstone Project in the Data Analytics Certificate at Toronto Metropolitan University.
(Graduation in the fall 2025)


Featured Project: Data Job Market Analysis

Analysis of the data job market, focusing on data analyst roles. Comprehensive analysis of data analyst job market trends, identifying high-demand skills and salary benchmarks. Applied Python data visualization and statistical analysis to evaluate optimal career opportunities in data-related positions.

Key Deliverables:

  • Market trend analysis and salary benchmarking
  • Skills demand mapping and gap analysis
  • Strategic recommendations for data career positioning

View complete analysis and code repository on GitHub.