Projects

Data engineering and analytics portfolio.

A focused set of projects around ETL, reporting, data quality, TM1, Power BI, Python, SQL, Pandas, and PySpark.

IBM Planning Analytics Reporting Automation

TM1-focused reporting work covering PAW and PAX reports, cubes, dimensions, virtual hierarchies, MDX subsets, rules, and TI processes.

IBM Planning Analytics TM1 PAW PAX MDX Rules TI Processes

Power BI and SQL Business Reporting Layer

A portfolio case study for translating operational and marketing data into structured reports for business decisions.

Power BI SQL Google Analytics Reporting Business Analysis

Python Data Preparation Toolkit

A learning-forward data engineering project for cleaning, validating, and preparing tabular data for analytics workflows.

Python Pandas SQL PySpark Data Quality

Website Analytics and SEO Reporting

Analytics work connecting Google Analytics, website content updates, keyword trends, and competitor research.

Google Analytics Power BI SQL Marketing Analytics Reporting