Madison, Wisconsin, United States
• Developed NLP record-linkage algorithm into micro-service using Python, FastAPI, Docker, OpenTelemetry, JaegerUI, and AWS ESC service to perform pattern-algorithm mapping of obscure receipt items to company product catalog
• Engineered to replace third-party micro-service to save in annual business costs
• Developed business-owned intelligence micro-service, which allows more convenient customizability and debugging
• Deployed application in software life cycle of testing, development, stage, and production
• Constructed plan and process to improve retailer match rate and reduce rate of unknown retailers to 85%
• Research and applied NLP knowledge/models to solve business problems
• Cleaned and munged data from Snowflake and S3 pulls for modeling and business analytic needs