Predictive microbiology for challenge-test style shelf-life simulation.

Machine learning models for food product shelf-life acceptability prediction using random and time-aware validation

🧠💊 ExpiryWatchDog helps track product expiry dates. Add items with expiry info, and the system monitors them. Future updates will add auto notifications

This code is from my Internship that I completed in 2025. Due to privacy, some parts were deleted and data is not available. Thus, these scripts can not be run by itself. Nevertheless, this is an extensive project including the steps cleaning, exploration, visualization, modelling and evaluation.

Calculate shelf life from GMP stability data using linear regression with 95% lower confidence bound, following ICH Q1E guidelines