m
mukai_ilu

Mansur

@mukai_ilu

Python Data Analyst, ML Models and Data Visualization

Nigeria
Englisch
Einige Informationen werden in englischer Sprache angezeigt.
Über mich
Hello! I'm Mansur, a Python developer with hands-on experience in data analysis and machine learning. I have built real projects including a churn prediction model, plant disease identification, and strawberry disease detection. I can help you with: - Data cleaning and EDA - Classification and prediction models - Data visualization (Matplotlib, Seaborn) - Python scripting and automation I deliver clear, well-documented results. Let's work together!... Mehr lesen

Kompetenzen

m
mukai_ilu
Mansur
offline • 

Meine Dienstleistungen

Statistische Modellierung & Analyse
I will do data analysis and visualization using python

Arbeitserfahrung

Self_Employed

Machine Learning Engineer

Self Employed • Selbstständig

Feb 2026 - Feb 20260 mos

Developed an end-to-end customer churn prediction system using the Telco Customer Churn dataset. Performed data cleaning, exploratory data analysis (EDA), feature engineering, and preprocessing before training multiple machine learning models including Logistic Regression, Random Forest, and XGBoost. Evaluated model performance using accuracy, precision, recall, F1-score, ROC-AUC, and confusion matrix. Built a predictive model to identify customers at risk of churning and generated insights to support customer retention strategies using Python, Pandas, NumPy, Scikit-learn, Matplotlib, and Seaborn.