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2024·Research & development · M.Sc. Uniandes
Research

Inventory expiration prediction (Sika)

A Machine Learning system that predicts inventory-expiration probability from historical data. Master's thesis.

PythonMachine LearningData analysis
Inventory expiration prediction (Sika)

Context

Master's thesis in Information Engineering (Universidad de los Andes), developed for Sika.

What I built

A Machine Learning system that predicts the probability of inventory expiration from historical data.

Outcome

The model helps reduce operational losses and improve stock turnover by anticipating which inventory is at risk of expiring.