Senior Data Scientist
Current- Data scientist focused on enabling scaling of manufacturing operations and product margins. Leveraged in depth on the floor manufacturing experience and data science knowledge to drive operational efficiency.
- Developed tools and processes to automatically detect failures mid-process and limit non value added processes
- Leveraged digital twin models to perturb factory inputs and estimate impact to yield, throughput, and CAPEX expenditures.
- Developed keystone heuristic algorithm to increase manufacturing throughput by 300% and reduced product delivery time by 50%
- Led project to save 75% in critical raw material consumption costs and increased product outs by 50%
- Developed novel KPI metrics to keep pulse on manufacturing bottlenecks