
Ariful Arif
Web Development Predictive Modeling AI Solutions
Habilidades

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Portfólio
Experiência profissional
Machine Learning Researcher
Labs • Autônomo
Mar 2023 - Present • 3 yrs 2 mos
Engineered a multi-modal machine learning framework for non-destructive agricultural assessments, combining computer vision and physicochemical lab data to accurately detect artificial chemical ripening in bananas. Developed highly accurate predictive classification models for grading dairy quality by conducting deep Exploratory Data Analysis (EDA) and utilizing Pearson Correlation Heatmaps to optimize feature selection. Built robust, end-to-end Python data pipelines using Pandas, NumPy, and Scikit-learn to translate complex, real-world agricultural data into scalable, automated solutions for food safety and supply chain quality control.