Frederick Kwame Molah

Frederick Kwame Molah PERSONAL INFORMATION Contact: -, - Email:-Address: G-, Accra, Ghana PERSONAL PROFILE A forward-thinking and dedicated individual with strong analytical, communication, and problem-solving skills. Demonstrated ability to meet deadlines and apply mathematical and data-driven approaches to real-world problems. Passionate about leveraging data science and technology to drive insights and improve outcomes. CAREER OBJECTIVE To contribute meaningfully to an organization that encourages innovation, continuous learning, and impactful work. I aim to deepen my skills in data science and analytics, while advancing the goals of the organization and making a difference in people’s lives. LANGUAGES English: Fluent French: Basic Knowledge EDUCATION University of Mines and Technology, Tarkwa, Ghana Bachelor of Science in Mathematics (First Class), September 2017 - October 2021 Kadjebi Asato Senior High School, Kadjebi, Ghana West African Senior School Certificate Examination, Sept 2014 - May 2017 General Science (Chemistry, Physics, Biology and Elective Mathematics) RESEARCH EXPERIENCE Modeling the effects of Carriers in the transmission of the COVID-19 Pandemic Bachelor Degree Thesis Department of Mathematical Sciences University of Mines and Technology Supervisor: Dr. Eric Neebo Wiah WORK EXPERIENCE Technical Assistant (Contract) | Ghana Cocoa Board | June 2023 – March 2024 • Collated data from 70 districts across 7 regions for financial and administrative analysis • Used R, Python, and Excel for data cleaning, transformation, and reporting • Supported field supervision activities and audit reviews National Service | Kpandai National Service Secretariat | Sept 2021 – 2022 • Prepare and cross-check monthly reports of all National Service Persons to the district director. • Compile the monthly attendance of all National Service Persons in the district for the payment of the allowance. Page 1 of 3 Data Analyst (Part-Time) | Pathways Engineering Ltd | October 2022 – Present • Analyze and interpret project data to enhance planning, budgeting, and resource allocation. • Utilize Python, R, SQL, and Excel for data visualization and reporting. • Generate insights that support cost-effective and timely project completion. National Service | Kpandai National Service Secretariat | September 2021 – 2022 • Prepared and cross-checked monthly reports of National Service Persons for district authorities. • Compiled attendance records for allowance payments and payroll processing. Industrial Attachment | Ghana Statistical Service (GSS), Accra | May 2018 – August 2018 • Assisted with statistical production processes and data collection methodologies. • Supported research and advised on data processing improvements. PROJECTS SQL Sales Data Analysis Freelance Data Analyst | Personal Projects | Tools: SQLite (DB Browser), SQL | June 2025 • Explored a retail sales dataset with 500+ transactions to uncover actionable business insights • Performed data cleaning, date reformatting, and aggregation for monthly trend analysis • Identified revenue patterns by region, top-selling products, and order metrics • Strengthened skills in SQL querying, data cleaning, aggregation, and business reporting Loan Default Prediction using Python Freelance Data Analyst | Personal Projects | Tools: Python, pandas, scikit-learn, XGBoost, seaborn, matplotlib | March 2025 • Created a supervised machine learning pipeline to predict loan default using synthetic data of 500 entries • Performed EDA to identify class imbalance, feature distributions, and correlations • Applied logistic regression and XGBoost classifier to model loan default behavior • Evaluated models using accuracy, confusion matrix, and classification report • Strengthened skills in feature engineering, classification modeling, and performance evaluation Customer Churn Prediction using Python Freelance Data Analyst | Personal Projects | Tools: Python, pandas, seaborn, scikit-learn | February 2025 • Built a logistic regression model to predict telecom customer churn • Conducted data cleaning and exploratory analysis on tenure, charges, and demographics • Evaluated model performance using accuracy, confusion matrix, and classification report Sales Dashboard using Excel Freelance Data Analyst | Personal Projects | Tools: Microsoft Excel | January 2025 – February 2025 • Built a dynamic dashboard for analyzing 500+ retail transactions • Used PivotTables, slicers, charts, and formulas to visualize sales by region and product • Designed KPI cards for total revenue, order volume, and average order value Page 2 of 3 VOLUNTARY WORK Sunday School Teacher | The Church of Pentecost, Old Fadama | September 2016 – Date • Teach and mentor children in moral values, teamwork, and academic subjects. • Prepare students annually for the Basic Education Certificate Examination (BECE) in • Mathematics and Integrated Science. Volunteer | The Pent 5000 Project | Church of Pentecost | March 2024 – Present • Participate in outreach initiatives focused on spreading the message of faith and providing humanitarian support to vulnerable groups, including orphans and street children. • Distribute essential items, including food and clothing, to children in need, fostering a sense of community and compassion. • Engage in meaningful conversations and share spiritual teachings to uplift and inspire the lives of those impacted by poverty and hardship. CERTIFICATIONS • Google Data Analytics Professional Certificate – Google (WTFG6DLAPBWP) • Career Essentials in Data Analysis – Microsoft & LinkedIn (May 2025) • Data Analysis with Python – freeCodeCamp (fccd--caa4-44fd-86f38bf37ee50111-dawp) • Data Science with Python – Great Learning COMPUTER SKILLS • Python, R, SQL, MATLAB, LaTeX • Excel, Word, PowerPoint, Publisher • Adobe Suite: Photoshop, Illustrator, XD, Premiere Pro, After Effects INTERESTS AND ACTIVITIES • Playing or watching Football • Watching movies • Playing Video games REFERENCES Dr. Joe Acquah Dep’t of Mathematics University of Mines and Technology Tarkwa, Ghana Phone: - Page 3 of 3 Mr. John Makija Dep’t of Operations & Mgt. Info. System University of Ghana Business School Accra, Ghana Phone: -