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andyababio/README.md

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Hi there👋, I'm Andy Ababio

I am Certified Data Analyst Professional with knowledge in Python, SQL, Power BI, and Data Visualization. My work spans data extraction, modeling, analysis, and visualization: with a focus on effectively communicating to (non)-technical teams helping to understand performance, optimize decisions, and drive measurable outcomes.

Languages and Tools

Python

Power BI

Excel

MySQL

Microsoft SQL Server

Jupyter Notebooks

Microsoft Azure

Access


Connect with me

LinkedIn Gmail

Projects

Project Tools Description Thumbnail
Marketplace Analysis & Insight - Jiji Cars Python, MySQL, Power BI End-to-end analysis of car listings on Jiji.com using web scraping, data cleaning, SQL analysis, and interactive Power BI dashboards to generate marketplace insights.
A/B Testing Message Framing Excel, Power BI This project demonstrates the design and execution of an A/B test to optimize digital loan recovery campaigns. It compares standard reminder messages with empathetic, supportive messaging to identify which approach drives higher repayment rates.
Marketing Funnel & ROI Analytics Excel, Power BI The analysis tracks multi-channel campaign performance across the full user funnel — from impressions and clicks to sign-ups, purchases, and revenue, while evaluating spend efficiency, ROI, and market-level performance.
Sales, Profitability & Customer Insight MySQL, Power BI Operational and retail performance analysis for a U.S.-based multi-category store, uncovering revenue, profitability, and customer behavior insights for decision-makers.
Employee Demographics & HR Analytics MySQL, Power BI Workforce analytics project analyzing employee demographics and trends to support data-driven HR decision-making.

Internal Tools & Automation

Project Tools Description Thumbnail
File Access Portal Python (Flask), HTML, CSS Secure web application allowing users to download personalized documents using name and unique ID verification.

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  1. A-B-Testing-Message-Framing-to-Improve-Loan-Repayments A-B-Testing-Message-Framing-to-Improve-Loan-Repayments Public

    This project demonstrates the design and execution of an A/B test to optimize digital loan recovery campaigns. It compares standard reminder messages with empathetic, supportive messaging to identi…

  2. Jiji-Cars-Analysis Jiji-Cars-Analysis Public

    This project provides an end-to-end analytical exploration of the car listings section on Jiji.com, an African online marketplace. The workflow includes web scraping, data cleaning, and transformat…

    Python 1

  3. Marketing-Funnel-and-ROI-Analytics Marketing-Funnel-and-ROI-Analytics Public

    The analysis tracks multi-channel campaign performance across the full user funnel — from impressions and clicks to sign-ups, purchases, and revenue — while evaluating spend efficiency, ROI, and ma…

  4. Sales-Profitabilty-Customer-Insight Sales-Profitabilty-Customer-Insight Public

    This project entails a full operational and retail analysis of Axis and Oak, a U.S.-based retail store dealing in consumer goods. The goal is to provide a clear snapshot of the store’s current busi…