My Offerings: Data Science, Chemometrics and Process Analytical/PAT: Consulting, Services and Support.
• Multivariate Calibration Model Services: Design, Model Build, Optimization, and Validation
• Multivariate Process Monitoring: Model build, Optimization, Deployment and Change Management, for Batch and Continuous operations.
• Exploratory Analysis: Process Optimization, Scale-up/Scale-down models, -OMICS, Reaction Chemistry
• Training: Chemometrics (Data Science) and Process Analytical Technologies (PAT).
• Data Science and AI Innovation: SME consulting to support innovative uses- including for R&D, clinical, product formulation and manufacturing.
• PAT Application Support: Design, Development, Deployment and Lifecycle Management of both GxP and non-GxP applications. Including Control Strategy, Method Transfer and Instrument Standardization.
• PAT Project Support: Requirement Specifications, System Integration, Testing Protocols and Commissioning. Supporting spectroscopic and chromatographic analyzers, sampling interfaces, PAT management systems and adjacent digital solutions (Data Hub, Historians, MES, ERP).
• Asset Performance Management (APM): Utilize PAT data to enrich predictive maintenance of process assets.
Solution-Agnostic: I support use cases regardless of the software solutions being used. I have working experience with multiple chemometrics packages, PAT management platforms, the Aspen Mtell APM solution, and relevant digital solutions, as well as advanced manufacturing systems, including CDC.
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