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Data Analyst | Turning raw data into public insight | Machine Learning| Predictive Modelling Enthusiast.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
meru-cow-marketplace-analysis
June 18, 2026 – Present
End-to-end data analytics project involving web scraping, data cleaning, Excel pivot table analysis, and dashboard development to uncover pricing and productivity trends in Kenya's dairy cow marketplace.
View Projectnairobi-real-estate-market-analysis
June 1, 2026 – Present
End-to-end real estate analytics project using Python web scraping, Excel data cleaning, and Tableau dashboards to analyze Nairobi property prices, market trends, and investment opportunities.
View Projecte-commerce-data-analysis-using-SQL
May 24, 2026 – Present
SQL Data Analytics Portfolio showcasing real-world e-commerce insights through complex queries, joins, aggregations, and business-driven reporting.
View Projectmental-health-text-classifier
May 19, 2026 – Present
End-to-end NLP framework using a fine-tuned BERT transformer model and Streamlit to classify psychological context (Anxiety, Depression, Normal, Suicidal) from text sequences. Features interactive Plotly analytics dashboards and automated safety override safeguards.
View ProjectCredit-Risk-Prediction
May 15, 2026 – Present
End-to-end Credit Risk Prediction system using XGBoost and Streamlit. Features a real-time risk assessment dashboard to predict loan defaults and analyze key financial risk drivers.
View Projectmall-customer-classification-using-ml-models
April 9, 2026 – Present
Machine learning project for customer segmentation using Decision Tree, Random Forest, and SVM with end-to-end data analysis and visualization.
View ProjectCustomer-Segmentation-KMeans-Hierarchical-Clustering
April 5, 2026 – Present
Retail customer segmentation using PCA, K-Means, and Hierarchical Clustering to identify actionable business personas and optimize marketing ROI.
View Projectcrop-yield-prediction-with-pesticide-data
December 18, 2025 – December 18, 2025
crop-yield-prediction-with-pesticide-data
View Projectbritish-airways-booking-prediction-ml
November 14, 2025 – Present
Predicting customer booking completion for British Airways using Random Forest & XGBoost. Built as part of the Forage Data Science Virtual Job Simulation. Covers EDA, feature engineering, class imbalance handling, threshold tuning, and ROC-AUC model comparison.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong interest in diverse data science applications, from real estate and e-commerce to mental health and credit risk. This breadth indicates curiosity and a self-driven learning approach. However, without team-based project experience or explicit collaboration details, assessing cultural fit for a collaborative team environment is challenging. The focus on personal projects might suggest a preference for independent work, but this is an inference.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate an ability to complete end-to-end analytical tasks, which suggests a degree of problem-solving and project management capability.