Hire Dayton H. - Data Scientist

* Developed highly accurate multiclass text classification models with Azure Machine Learning in Python for MedDRA and WHODrug medical coding dictionary-controlled terms in clinical trials * Created automated pipelines to ingest clinical trial data and generate predictions nightly in Python and Azure Data Factory * Following 21 CFR Part 11 FDA regulation created rigorous testing and validation plans to ensure quality and safety * Engineered front-end pages of a webapp using Vue and Python to create an application for medical coders to view clinical trial data and model predictions to streamline their workflows * Implemented SQL optimizations to backend architecture to majorly improve the page performance for large studies with high volumes of data * Developed backend features in Python to transform data for standard reporting and a frontend page to access the reports * Authored and reviewed SOPs, work instructions, validation plans, and test scripts for major projects * Executed technical test plans and documented findings for the internal QA processes

* Develop application to automate and augment operations around medical coding * Develop model to predict medical coding terms and other metadata for coding activities with AzureML * Implement automated data standardization to enable cross-study analytics and reporting * Write testing and validation documents for software and maintain production environment according to CI/CD standards