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
Social entrepreneurship capstone, worked with Bolivian CEO to build consumer awareness and create a brand/market for a new product (Quinoa Real).
•
Communicated with client to identify and solve issues.
•
Performed market research on Quinoa to create and present sustainable social business strategy with a situational analysis, needs assessment, and solution with measurable outcomes.
•
Collected data and assessed whether educating individuals about fair-trade components of a business would significantly influence their purchasing judgment
