Store Sales Forecasting
A linear regression pipeline for optimized sales predictions featuring automated datetime parsing, categorical encoding, and rigorous error analysis (MAE/MSE).
A selection of machine learning pipelines, deep learning models, and efficient data tools developed during my transition into AI Engineering.
A linear regression pipeline for optimized sales predictions featuring automated datetime parsing, categorical encoding, and rigorous error analysis (MAE/MSE).
Deep Learning CNN model (85.3% accuracy) and Transfer Learning models (90%+) deployed via Flask and Docker on Hugging Face Spaces.
Privacy-first client-side analytics tool for SMBs to visualize pipeline data with custom CSV/JSON transformation logic and zero data leakage.
End-to-End Image Classification architecture utilizing TensorFlow and Keras for robust neural network performance.