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Data Analyst with less than a year in Data Cleaning and Visualization
Detail-oriented Mathematics and Computer Science graduate with experience in administrative support and data management. Skilled in data verification, record keeping, and maintaining confidentiality when handling sensitive information. Strong analytical mindset with growing data science skills, including data cleaning, data preparation, and data analysis using tools such as Python, Excel, and basic visualization techniques. Demonstrates high accuracy, integrity, and strong organizational skills, with the ability to work effectively in fast-paced environments. A committed team player focused on efficiency and continuous learning.
Murang'a University of Technology
Bachelor of Science · Mathematics and Computer Science
N/A – Present
Jomo Kenyatta Girls' High School
KCSE
N/A – May 31, 2020
Magunas Supermarket Headquarters
Accounts Assistant
May 1, 2025 – June 1, 2024
Murang’a, Muranga County, Kenya
Kenya Medical Training College
ICT Assistant officer Intern
May 1, 2024 – July 1, 2024
Murang’a, Muranga County, Kenya
Aviation Analysis
June 22, 2026 – Present
Conducted data cleaning, transformation, and exploratory analysis on aviation-related datasets to uncover trends in flight delays, passenger traffic, and route performance. Used Pandas to handle missing values and standardize data, and performed in-depth analysis to identify patterns affecting operational efficiency. Created clear and insightful visualizations using Matplotlib and Tableau to support data-driven decision-making.
View ProjectChurn Predications
June 22, 2026 – Present
Built a machine learning model to predict whether customers are likely to stop using a service (churn). Performed comprehensive data cleaning, exploratory analysis, and feature engineering to understand key factors influencing churn. Trained and compared multiple models, including Logistic Regression and Decision Trees, and evaluated their performance using metrics such as accuracy, precision, recall, and ROC-AUC. Visualized insights and model results using Matplotlib
View ProjectStatistical Package for Social Science (SPSS)
Kesap Research Center
January 1, 2022 – Present
Statistical Package for Data Analysis (STATA)
Kesap Research Center
January 1, 2022 – Present
Cultural Fit Analysis
The candidate's projects demonstrate initiative and a proactive approach to learning data analysis and machine learning concepts. The academic background and certifications show a commitment to continuous learning and skill development. While professional experience is limited to administrative and ICT support, the personal projects align well with a data-driven culture. The candidate appears to be a self-starter, which is a good cultural fit for roles requiring independent problem-solving.
Soft Skills & Operational Fit
The candidate demonstrates good communication, teamwork, problem-solving, and research skills, which are valuable for a data analyst role. Their experience in administrative support and data management, though not directly data analysis, shows attention to detail and organizational skills. The summary highlights a detail-oriented and committed team player, suggesting a positive operational fit.