Hi, I'm
Mamman Patience
About
AI/ML Engineer and Data Analyst with hands-on experience in developing and deploying machine learning, data collection, analysis, data transformation and building AI-driven solutions. Proficient in Python, TensorFlow, scikit-learn, Pandas, SQL, Excel and Power BI, with experience in predictive modeling, computer vision, and data-driven decision support. Passionate about leveraging AI to solve complex problems, optimize processes, and deliver actionable insights across diverse sectors.
ML/AI Engineer & Data Analyst
I build intelligent systems and turn data into decisions 🚀
ML & AI: Python (Scikit-Learn, TensorFlow), Classification, Regression, Computer Vision, NLP Basics
Data & Analytics: SQL (MySQL, PostgreSQL), Data Wrangling, Visualization (Power BI, Tableau, Plotly), Predictive Modeling
Deployment & Tools: Git, GitHub, Streamlit, Streamlit Cloud
Soft Skills: Problem-Solving, Critical Thinking, Collaboration
Skills
My Specialties
Resume
My qualifications
Summary
Professional Summary
AI/ML Engineer and Data Analyst with hands-on experience in developing and deploying machine learning, data collection, analysis, data transformation and building AI-driven solutions. Proficient in Python, TensorFlow, scikit-learn, Pandas, SQL, Excel and Power BI, with experience in predictive modeling, computer vision, and data-driven decision support. Passionate about leveraging AI to solve complex problems, optimize processes, and deliver actionable insights across diverse sectors.
Education
BSc. in Microbiology
Kwara State University, Malete, Kwara State
Core Skills
- ML & AI: Python (Scikit-Learn, TensorFlow), Classification, Regression, Computer Vision, NLP Basics
- Data & Analytics: SQL (MySQL, PostgreSQL), Data Wrangling, Visualization (Power BI, Tableau, Plotly), Predictive Modeling
- Deployment & Tools: Git, GitHub, Streamlit, Streamlit Cloud
- Soft Skills: Problem-Solving, Critical Thinking, Collaboration
Professional Experience
ML/AI Engineer
Webfala Initiative for All
- Built and deployed a Crop Disease Detection System and a Loan Prediction Model using Python, TensorFlow, scikit-learn, Pandas, and NumPy
- Collaborated on data preprocessing, feature engineering, model training, and evaluation, contributing to real-world AI solutions
- Crop Disease Detector achieved >90% accuracy across 7 plant classes, delivering actionable insights to farmers
- Loan Prediction Model reached ~85% prediction accuracy, supporting effective financial risk assessment and decision-making
Data Analyst
Thels Impact Consulting (Remote)
- Automated tuition reporting for 50+ universities, cutting manual research by 30%
- Analyzed academic/financial data and delivered real-time insights via dashboards
- Presented findings to stakeholders, supporting strategic decision-making
Data Analyst Intern
Only Quality Data (Remote)
- Built customer churn prediction models and dashboards using SQL, Python, and Power BI
- Delivered 3 end-to-end analytics projects (data wrangling, visualization)
- Guided retention strategy through churn risk insights
Portfolio
My Recent Work
Crop Disease Detection
CNN-based computer vision model for real-time plant disease detection achieving >90% accuracy across 7 plant classes.
View Project →URL Phishing Detection
Machine learning model that analyzes URL patterns to classify websites as safe or malicious with 80% accuracy.
View Project →Heart Disease Prediction
Predictive model analyzing medical features to estimate heart disease likelihood using Logistic Regression and Random Forest.
View Project →Customer Churn Analysis
Data analysis examining customer behavior patterns and key churn drivers with actionable retention insights.
View Project →Services
Passionate about AI/ML and Data Science, applying expertise in developing innovative solutions.
Data Analysis
Transform raw data into actionable insights through comprehensive analysis, visualization, and reporting using Power BI, Tableau, and Python.
Machine Learning
Build and deploy predictive models, computer vision systems, and AI solutions to solve complex business problems.
Data Wrangling
Clean, transform, and prepare data for analysis using SQL, Pandas, and advanced data preprocessing techniques.
Contact
Get in touch.