Frederick Kwame Molah

I am Frederick Kwame Molah, a passionate Data Analyst | Excel, Python & SQL Expert with a proven ability to collect, clean, analyze and interpret data to support smart decision-making. I combine a strong background in mathematics and statistics with hands-on experience in data analytics, reporting, and visualization to deliver accurate and meaningful results for clients.

I hold a BSc in Mathematics (First Class), and my professional journey began at the Ghana Cocoa Board, where I served as a Technical Assistant. In that role, I managed data collation from over 70 districts across seven regions. I was responsible for validating, cleaning and analyzing field data, preparing reports for financial and administrative supervision and ensuring data integrity for nationwide monitoring. Working with large datasets sharpened my ability to spot trends, detect anomalies and produce reliable insights under tight deadlines.

In addition to my professional work, I have completed multiple independent data projects that demonstrate my technical versatility and problem-solving ability:

• Sales Data Analysis (SQL & Excel): Examined over 1,500 retail transactions to identify revenue trends, high-performing products and regional variations.
• Loan Default Prediction (Python): Built and evaluated machine learning models using Logistic Regression and XGBoost to predict loan repayment risks.
• Customer Churn Prediction (Python): Designed a logistic regression model to predict churn and support retention strategies.
• Excel Sales Dashboard: Created an automated, interactive dashboard for real-time tracking of sales KPIs and business metrics.

I am highly skilled in:

• Microsoft Excel & Google Sheets: Advanced formulas, PivotTables, data cleaning, dashboards and automation.
• Python (Pandas, NumPy, Matplotlib, scikit-learn): Data analysis, visualization and predictive modeling.
• SQL: Data querying, cleaning, aggregation and reporting.
• R Programming: Statistical analysis and data visualization.
• Power BI: Dashboard creation and visual storytelling.
• Data Cleaning, Transformation and Documentation.

My clients value me for my attention to detail, clarity in communication and dedication to quality work. I believe every dataset tells a story and my mission is to help businesses uncover those stories through accurate analysis and clear insights.

If you are looking for a dependable analyst who can make your data make sense — I am here to help.