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Improving project timelines using Al / ML to detect forecasting errors
(Massachusetts Institute of Technology, 2019)
This project focuses on the creation of a novel tool to detect and flag potential errors within Amgen's capacity management forecast data, in an automated manner using statistical analysis, artificial intelligence and ...
Performance modeling of human-machine interfaces using machine learning
(Massachusetts Institute of Technology, 2019)
As the popularity of online retail expands, world-class electronic commerce (e-commerce) businesses are increasingly adopting collaborative robotics and Internet of Things (IoT) technologies to enhance fulfillment efficiency ...
Commercial technology transfer optimization for drug substance process development
(Massachusetts Institute of Technology, 2019)
Commercial technology transfer for biopharmaceuticals is the process of transferring process and product knowledge between process development and manufacturing organizations to achieve product realization. This process ...
Developing a framework for global distribution in the biopharmaceutical industry
(Massachusetts Institute of Technology, 2010)
This paper addresses two basic questions about the outbound distribution operations with a case study example of a large biopharmaceutical company. First, the research work focuses on developing an efficient, scalable truck ...
Business case assessment of unmanned systems level of autonomy
(Massachusetts Institute of Technology, 2012)
The federal government has continually increased its spending on unmanned aerial vehicles (UAVs) during the past decade. Efforts to drive down UAV costs have primarily focused on the physical characteristics of the UAV, ...
Routine Post-Procedure Recovery (RPPR) patients at Massachusetts General Hospital
(Massachusetts Institute of Technology, 2016)
This project offers improved strategies for managing the flow of surgical patients who are categorized as Routine Post-Procedure Recovery (RPPR) in Massachusetts General Hospital (MGH). Strategies were developed by analyzing ...
Stealth dicing characterization, optimization, integration, and operations management for ultra-thin stacked memory dies
(Massachusetts Institute of Technology, 2014)
This dissertation presents original work in the development of multi-strata subsurface infrared (1.342 [mu]m) nanosecond pulsed laser die singulation (stealth dicing) to enable defect-free ultra-thin stacked memory dies. ...
A framework For decision automation in operations
(Massachusetts Institute of Technology, 2017)
Amazon's leadership has set a goal to achieve a highly automated warehouse by 2020. Automation involves two challenges, physical movement and decision-making. Decision making often increase variability, defects and consumes ...
Modeling neuroscience patient flow and inpatient bed management
(Massachusetts Institute of Technology, 2014)
Massachusetts General Hospital (MGH) experiences consistently high demand for its more than 900 inpatient beds. On an average weekday, the hospital admits about 220 patients, with the emergency department (ED) and the ...
Stochastic capacity modeling to support demand/capacity gap planning
(Massachusetts Institute of Technology, 2014)
Capacity strategy has established methods of dealing with uncertainty in future demand. This project advances the concept of capacity strategy under conditions of uncertainty in cases where capacity is the primary source ...