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A Software Developer - Data Scientist, Open to collaborating on scalable solutions and interesting technical challenges. Let's build something great together
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zone01Kisumu
Data Scientist
June 24, 2026 – Present
data-pipeline-demo
May 30, 2026 – Present
ELT pipeline demo using Python, SQLite and Medallion architecture for humanitarian data
View Projectinterpretable-credit-scoring
March 10, 2026 – Present
Credit risk prediction project using the Home Credit dataset. Demonstrates feature engineering, model evaluation with AUC-ROC, and explainable AI using SHAP for transparent credit decisions.
View Projectduck-bidco-retail-insights
November 13, 2025 – November 14, 2025
A data engineering solution transforming raw retail sales data for Bidco Africa into actionable KPIs: Data Health Score, Promotional Uplift and Competitive Pricing Index.
View Projectnews-intelligence-nlp-platform
November 9, 2025 – November 20, 2025
A Python-based NLP platform for scraping, analyzing, and enriching news articles with entity detection, topic classification, sentiment analysis, and scandal detection. Designed to help analysts extract actionable insights from large volumes of news data.
View Projecttitanic-survial-prediction-ml
October 22, 2025 – November 1, 2025
Predicting Titanic survival with machine learning — Kaggle competition submission (≥80% accuracy). Features smart engineering, XGBoost modeling, and EDA. Username: skisenge01EDUkisumu
View Projectdata-preprocessing-pipeline
October 2, 2025 – October 2, 2025
A comprehensive guide to data preprocessing and pipeline implementation using scikit-learn. This project demonstrates essential data cleaning techniques including missing value imputation, feature scaling, categorical encoding, and the powerful Pipeline API for building robust machine learning workflows.
View Projectpandas-energy-analytics
September 24, 2025 – September 28, 2025
A hands-on Pandas training project for data analysts in the energy sector. Covers core data manipulation skills—including DataFrame creation, real-world dataset analysis (electric power consumption & e-commerce), missing value handling, and efficient data cleaning—using Python, Pandas, and NumPy.
View Projectmister-quiz
July 23, 2025 – October 8, 2025
A Laravel-based quiz game inspired by "Who Wants to Be a Millionaire?", featuring user registration, XP tracking, category-based scoring, and a leaderboard.
View Projectsmart-planner
December 13, 2024 – December 15, 2024
This Smart Cities Location Insights Platform is a comprehensive tool designed to provide detailed demographic and infrastructure information for specific locations in Kenya. Users can explore and analyze local amenities, population statistics, and spatial characteristics at the county, constituency, and ward levels.
View ProjectCultural Fit Analysis
The candidate's projects show a strong focus on data science and analytics, aligning well with a Data Scientist role. However, the presence of several non-data science projects (Laravel quiz game, social media app, smart planner with Go/JS) suggests a broader interest or exploration outside the core target role, which might indicate a less focused career path or a versatile but not deeply specialized profile for a senior Data Scientist role. The experience level is listed as 0, which contradicts the 'Data Scientist' role at zone01Kisumu starting in 2026, suggesting potential data entry issues or a very early career stage. This impacts cultural fit for a senior role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, indicating no completed assessment.