Annajirao Challa
PhD Student | Neuro-Symbolic AI for Vision & Reasoning
- Role
- Data Science Research Associate at TidalHealth
- Location
- Salisbury, MD, US
- LinkedIn followers
- 500 followers
About Annajirao Challa
I’m a data scientist with 2.8+ years of experience building robust, full-stack machine…
Experience
Data Science Research Associate
Jul 2023 — Present · Salisbury, MD, US
Spearheaded the development of virtual patient monitoring by training YOLO and lightweight CNN models. Harnessed mathematics and optimization techniques to cut anesthesia staff scheduling costs by 15% annually. Developed a frontend desktop application for tracking resident KPIs and attendance, saving up 4-6 hours/week for nurses. Created the backend for a web application for hourly resource tracking, saving up 2-3 hours/week for patient safety analysts. Designed 16 Power BI dashboards for cross functional nursing teams to track patient audits and business analytics.Research Advisor: Dr. Mohammad T. Khasawneh (Chair, SUNY Distinguished Professor at School of SSIE, Director of Watson Institute for Systems Excellence, and Health Systems Engineering Center), Dr. Sreenath Chalil Madathil (Assistant Professor, School of SSIE)
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