Hello👋, Welcome to my portfolio

I'm Francis Afful Gyan

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About Me

✨ I’m a Data Scientist with a strong foundation in business analytics, machine learning, business intelligence, and AI-driven automation, specializing in building intelligent systems that uncover insights, enhance efficiency, and support data-driven strategies. My work combines technical precision with strategic thinking to deliver solutions that create measurable impact.

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My Specialty

Data Science & Machine Learning

I design and deploy predictive models that uncover patterns, forecast outcomes, and drive data-driven decisions using Python, scikit-learn, and TensorFlow.

Business Intelligence & Data Analytics

I create interactive dashboards and reports with Power BI, Tableau, and SQL, transforming complex data into clear insights that drive smarter business decisions.

Strategic Business & Professional Skills

I align data solutions with business goals through strong analytical thinking, communication, and leadership, ensuring strategies deliver measurable impact.

Major Projects

portfolio

Loan Default Prediction

A multi-page Streamlit application for predicting loan default risks using machine learning models, featuring model training, analytics, and data exploration.

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portfolio

Data Preprocessing System

An AI-powered automated, production-ready, and extensible data preprocessing system designed to clean, prepare, and analyze structured datasets including numeric, categorical, text, date-time, and geospatial data for machine learning and analytics.

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portfolio

Predictive Modeling

Developed models for classification and regression tasks, applying techniques like ensemble learning, cross-validation, and hyperparameter tuning to optimize performance.

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