Language Breakdown
Lines of code distribution across 5 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Jupyter Notebook
Collaboration Network
Global Impact visualization
Repos
9
PRs
0
Growth
+18%
Top Collaborators
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Coding Streak
Contribution activity over the past year
John Mwendwa
@JohnMwendwa
21world
@jelspace
Claude
@claude
bast9476
@bast9476
cnyagaka_
@CollinsNyatundo
Top Repositories
Data-driven analysis of movie genres, ROI, directors, and language trends to guide strategic film production decisions.
Data analysis project using NTSB aviation accident data (1962–2023) to assess airplane risk for business expansion. Includes data cleaning, imputation, visualization and analysis to generate insights for stakeholders. Findings will guide the company's aviation division in selecting low-risk airplanes.
Satellite-based cropland classification using Sentinel-1 & Sentinel-2 imagery. End-to-end ML pipeline with spatial CV, vegetation index feature engineering (NDVI, EVI, NDWI), and ensemble models (XGBoost, LightGBM, CatBoost) to map crop vs. non-crop across two regions.
Predicting hospital readmissions for diabetic patients using machine learning. Includes data cleaning, feature engineering, class balancing, model evaluation, and feature importance analysis.
A comprehensive machine learning project that predicts customer churn for SyriaTel telecommunications company. Using Python and scikit-learn, this end-to-end data science pipeline analyzes customer usage patterns to identify at-risk customers, enabling proactive retention strategies and reducing revenue loss through targeted interventions.
Open Source Impact
Contributions to external projects