Dhananjay Srivastava

Master's

Data Science

IKS HEALTH

Data Scientist

- Built a deep learning proof of concept using BERT for summarizing doctor patient conversations expected to reduce turn around time by 50 - Led the redesign of a Python based ML API in production, achieving a 1000x model size reduction, a 20% boost in Top-5 recall leading to a 5% reduction in median turnaround time - Reduced feature size by 50% and increased accuracy by 20% by studying regression coefficients of a linear model for medical document classification - Prevented a 10% drop in accuracy due to data drift by automating the model retraining process using cron jobs - Collaborated with cross functional teams across system development, DevOps and Functional Consulting to solve - Led training sessions for Python and Machine Learning (100+ attendees), led onboarding and training sessions for 10 new employees