Sonish Sivarajkumar
Research Scientist - Generative AI @ Eli Lilly
- Role
- Research Scholar at Upmc Hillman Cancer Center
- Location
- Indianapolis, IN, US
- LinkedIn followers
- 500 followers
About Sonish Sivarajkumar
Researcher in Deep Learning, Generative AI, and Agentic AI at Eli Lilly & Co. I design…
Experience
Research Scholar
Aug 2021 — Present · PA, US
Advised by Dr. Yanshan Wang and Dr.Yufei Huang- Developed predictive models for hematology oncology treatment outcomes using deep learning techniques, enhancing patient care strategies and decision-making processes- Mining immunotherapy treatment outcomes from diverse clinical notes (office visits, consultations, pathology reports, etc.) using advanced NLP, contributing to personalized treatment plans-Automated the extraction of cancer registry data from clinical notes utilizing NLP methodologies, significantly improving data accuracy and availability for research and treatment- Worked with real-world datasets from ARIA, Epic, and Cerner EHR to create robust clinical embeddings, aiding in the understanding of patient journeys and treatment effectiveness- Collaborated with cross-functional teams, including clinicians and data scientists, to translate complex clinical data into actionable insights, driving forward the field of oncology research.
Education
Carnegie Mellon University
Cross Registeration
2021 — 2023
Government Engineering College, Thrissur
Bachelor's degree
2016 — 2020
University of Pittsburgh
Doctor of Philosophy - PhD
2021 — 2025
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