Years of experience: 5
ITEngineerBackend DeveloperComputer engineerML EngineerData Scientist
Trust Score
Exceptionally trusted; proven professional excellence.
JD's Career Path
Jun. 2024 -Present
LeadVenture™Data Engineer
Mar. 2024 -Jun. 2024
England LogisticsData Scientist I
Spearheaded the automation of credit report processing by developing a Python script to parse and convert data from 200,000+ PDFs into a structured tabular format, reducing operational costs and time by over 50%. Innovated a predictive model to tackle a $100,000/month bad debt issue by using GANs for data balancing and training an XGBoost model and an artificial neural network using CUDA and ...
Oct. 2023 -Mar. 2024
Generative ImpactMachine Learning Researcher
Salt Lake City, Utah, United StatesDeveloped an XGBoost using TensorFlow model to predict A1C levels with data on lifestyle, demographic, and other features that were synthesized using Generative Adversarial Networks (GANs). This model aimed to enhance personalized diabetes management. Innovated in healthcare analytics by using GANs to generate synthetic patient data, significantly improving the accuracy of A1C predictions in ...