My project focuses on analyzing multi-year stability data for semi-solid pharmaceutical products, including creams, ointments, gels, and lotions.

I cleaned and standardized the raw dataset, then applied statistical and visual analysis to identify degradation patterns, formulation vulnerabilities, and the impact of storage conditions.

The project transforms routine stability testing into actionable insights that support quality decisions, improve shelf-life justification, and provide a reusable template for future stability evaluations.