Hello, I'm

Prince Ishaku

Machine Learning Engineer

I build end-to-end machine learning applications using Python, Scikit-learn, FastAPI, and modern deployment workflows. My focus is on solving real-world business problems through data-driven solutions.

Prince Ishaku

About Me

I am a Machine Learning Engineer focused on building practical AI solutions. I develop end-to-end applications from data preparation and model training to API development and cloud deployment.

Machine Learning

Regression, Classification, Clustering, Fraud Detection, Feature Engineering and Model Evaluation.

Software Development

Python, FastAPI, Next.js, React, TypeScript and REST API development.

Data Analysis

Data cleaning, exploration, visualization and extracting insights from datasets.

Deployment

Git, GitHub, Render, Vercel and deploying machine learning applications.

ML Projects Deployed

Production Applications

Technologies Used

Responsive Design

Technical Skills

Technologies and tools I use to build machine learning solutions and modern web applications.

Programming

PythonSQLJavaScriptTypeScript

Machine Learning

Scikit-learnPandasNumPyXGBoostFeature EngineeringModel Evaluation

Web Development

FastAPINext.jsReactTailwind CSSHTMLCSS

Tools & Deployment

GitGitHubRenderVercelJupyter NotebookVS Code

Featured Projects

A selection of deployed machine learning applications showcasing regression, classification, clustering, and fraud detection.

House Price Prediction
Regression

House Price Prediction

Predict house prices using machine learning with a FastAPI web application.

PythonScikit-LearnFastAPIPandasNumPy
Customer Churn Prediction
Classification

Customer Churn Prediction

Predict customer churn to help businesses improve customer retention.

PythonFastAPIScikit-LearnPandas
Customer Segmentation
Clustering

Customer Segmentation

Segment customers into meaningful groups using K-Means clustering.

PythonK-MeansFastAPIScikit-Learn
Credit Card Fraud Detection
Fraud Detection

Credit Card Fraud Detection

Detect fraudulent credit card transactions using machine learning.

PythonRandom ForestFastAPIScikit-Learn
Loan Approval Prediction
Classification

Loan Approval Prediction

Predict loan approval decisions based on applicant information.

PythonFastAPIScikit-LearnPandas

Explore My GitHub

My GitHub showcases end-to-end machine learning projects, deployment workflows, clean project organization, and continuous learning across regression, classification, clustering, and fraud detection.

5+

Public ML Projects

FastAPI

Production APIs

Render

Cloud Deployment

Visit GitHub Profile

Contact Me

I'm available for internships, freelance work, and machine learning projects.

princeishaku50@gmail.com

GitHub

LinkedIn