Derrick Marfo

I am an applied Machine Learning and AI Engineer with strong expertise in data exploration, analysis, and feature engineering for building industry-ready models. I am proficient in Python, SQL, Scikit-Learn, TensorFlow, and Keras, with experience in EDA and model evaluation. evaluation. My background in software engineering allows me to deploy models into applications and deliver actionable insights through data trends, driving meaningful business impact.

• Developed a credit risk assessment app using Flutter for cross-platform deployment, integrating a classification model to predict user creditworthiness
• Performed data preprocessing and feature engineering on financial and demographic data to improve model accuracy.
• Trained and fine-tuned a classification model (XGBoost) achieving high predictive performance and reliable risk assessment.
• Implemented app integration, allowing users to input data and receive real-time credit risk predictions, providing actionable insights for financial decision-making.