Web App with Desktop App Integration
Developed a Node.js web application to streamline the QA/QC process for field data collection, enabling a realtime connection between field crews and project managers.Reduced project turnaround times by over one week by processing data locally and subsequently uploading to a central database, eliminating the need to wait for hard drive delivery before data is processed.Rhode Island Emergency
Produced urgent deliverables for a bridge experiencing structural failure.Designed and implemented a decision tree model to analyze phased array radar data, with results integrating seamlessly into CAD deliverables.PT Duct Analysis
Developed a random forest regression model to analyze ultrasonic transducer data for assessing the integrity of PT Ducts within concrete structures.Created a user-friendly dashboard that implements standard solid mechanics formulas and allows for the dynamic configuration of structure geometry.Machine Learning Anaylsis
Developed and optimized a supervised machine learning model that utilizes impact-echo data to predict the structural integrity of bridge decks.Iteratively refined and configured the parameters of the model to meet diverse client-specific requirements.Cross-validated model using other physical testing techniques like infrared thermography, ground-penetrating radar, and concrete coring.