Examensarbete, 30 hp (två studenter) - Datamodell för optimerad översatsning av komponenter i produktion
Core
Develop a data-driven model to optimize component over-transformation in pharmaceutical production, reducing waste and costs while ensuring supply stability.
Role type
Master's thesis researcher (data modeling & production optimization)
Builds
Data-driven decision support model for production batch planning
Domain
Life Sciences / Pharmaceutical Manufacturing / Data Science
Deliverable
production ML models
Required skills
Data modeling, production flow analysis, data analysis, mathematical modeling, optimization
Preferred skills
Knowledge of INDEK, mechanical engineering, production, economics, material flows
Technologies
None explicitly stated
Responsibilities
Analyze historical production data, develop a data-driven model to adjust over-transformation based on production conditions, evaluate model accuracy, estimate cost and waste reduction potential, provide implementation recommendations
Seniority
Master's student (Thesis)