Ithaca, New York, United States
Engineered an AI powerhouse, uniting Computer Vision, OCR, and NLP NER to precisely extract manufacturer names and model-serial numbers from equipment nameplates, resulting in an increase in user subscriptions and a 70% boost in data quality.
Created comprehensive custom library for Google Maps, resulting in a 10% boost in component utilization by user.
Implemented an ETL process, resulting in a 25% improvement in data quality and usability within the Equipment Libraries.
Implemented efficient nomenclature search, leveraging rule-based transformations to overcome the challenge of non-straightforward data linkage with SQL databases and significantly improving search output by 50% over a REST API end-point.
Developed machine learning models to capture Make, Model and Serial numbers that leverages both on-device and cloud computation to provide quick responsive and best user experience.