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1. Binary-Distillation-Surrogate-Model Binary-Distillation-Surrogate-Model Public

   This project develops machine learning surrogate models to approximate the performance of a binary distillation column. Process data is generated using DWSIM, an open-source process simulator, by s…

   Jupyter Notebook

2. Crude-Oil-Characterization Crude-Oil-Characterization Public

   This project predicts crude oil composition (aromatics, naphthenes, paraffins) and kinematic viscosity from physicochemical properties using regression algorithms and artificial neural networks. De…

   Jupyter Notebook

3. Student-Performance-Predictor Student-Performance-Predictor Public

   Student Performance Predictor is an end-to-end machine learning project that implements a complete predictive modeling pipeline. It analyzes the impact of demographic, socioeconomic, and academic f…

   Jupyter Notebook 1

4. Resume Resume Public