Dhairya Desai
Grad student @ UTD | Actively Seeking Full-time starting Dec \'24 | Aspiring Data Scientist | Experienced Software Engineer | Skilled in python, SQL, R, ML Algorithms | Certified Lifeguard
- Role
- Ai Ml Engineer at Optum
- Location
- Dallas, TX, US
- LinkedIn followers
- 500 followers
About Dhairya Desai
I\'m a passionate data science enthusiast fascinated by AI and innovation. With a keen…
Experience
Ai Ml Engineer
Sep 2024 — Present
Designed predictive healthcare models that reduced hospital readmission risks by 17%, giving nurses a daily ranked list of high-risk patients.• Implemented fraud detection algorithms for claims, improving identification accuracy by 22% and prioritizing cases for the SIU team.• Built clinical NLP pipelines processing 2M+ physician notes, improving documentation efficiency by 30%.• Introduced semantic NLP models to extract diagnoses, symptoms, and medications, which power coding assists and downstream features.• Developed a customer engagement model that improved patient adherence to treatment plans by 12% through targeted outreach.• Partnered with clinicians to ensure AI solutions adhered to HIPAA and compliance frameworks, securing data privacy.• Engineered scalable ML workflows on AWS SageMaker and Redshift, streamlining deployment and monitoring.• Collaborated across multidisciplinary teams to embed AI solutions into healthcare operations.
Education
Hemchandracharya North Gujarat University
Bachelor's degree, Electrical, Electronics and Communications Engineering
The University of Texas at Dallas
Master's degree, Computer Engineering
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