Anusha Prakash

Anusha Prakash Email and Phone Number

Anusha Prakash's Location
Durham, North Carolina, United States, United States
About Anusha Prakash

Summary: "Un-learning and re-learning Machine Learning every waking day. Soaking in all the linearly increasing hype around state-of-art models but more than ever curious about industry specific model interpretability, scaling systems, reducing costs & latency."I'm a results-driven data analytics and machine learning professional specializing in healthcare. My expertise lies in developing scalable predictive models and leveraging explainable AI techniques to drive impactful outcomes. With a proven track record in large-scale dataset analysis, I excel in collaborative, cross-functional environments.

Anusha Prakash's Current Company Details
Duke Institute for Health Innovation

Duke Institute For Health Innovation

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Data Scientist
Website:
dihi.org
Anusha Prakash Work Experience Details
  • Duke Institute For Health Innovation
    Data Scientist
    Duke Institute For Health Innovation
    Durham, Nc, Us
  • Duke Institute For Health Innovation
    Machine Learning Scientist
    Duke Institute For Health Innovation Jul 2024
    Durham, North Carolina, United States
    - Working at the intersection of Digital Healthcare and Applied Machine Learning to address clinical challenges across Duke Health systems.- Broad Domain focus: Patient prognosis and outcomes, care management programs, real-time solutions to address clinical workflow burdens, decision support systems harnessing AI, ethical AI in healthcare.- Broad Tech focus: Applied machine learning and generative AI (LLMs), reducing model inference time, robust data pipelines, model interpretability, AI governance and regulation.
  • Cohere-Med
    Data Scientist
    Cohere-Med Jun 2022 - Dec 2023
    Durham, North Carolina, United States
    - Developed, tested, and monitored robust software modules and data pipelines to integrate an AI model into a leading EHR system using CI/CD. - Externally validated a deep learning model and researched evaluation techniques to enhance interpretability and promote model generalizability within and across healthcare systems.- Facilitated model transparency and risk output interpretation through visually appealing, engaging dashboards.
  • Syracuse University College Of Engineering And Computer Science
    Graduate Research Assistant
    Syracuse University College Of Engineering And Computer Science Aug 2021 - Aug 2022
    Syracuse, New York, United States
    - Worked as a graduate research assistant at Ubiquitous Computing Lab.- Developed python modules to classify sentiments on audio and text data.
  • Cohere-Med
    Data Scientist
    Cohere-Med Oct 2018 - Aug 2021
    Bengaluru Area, India
    • Developed and researched novel methodologies using Predictive models around improving in-patient outcomes and prognosis in a critical care setting.• Responsible for development and validation of predictive models using Machine Learning and Deep learning on Keras and Tensorflow frameworks.• Contributed to successful Development, Integration, Deployment, and continual management of the projects at client sites through Docker containers and AWS cloud platform.• Worked on Tableau, the visualization tool to build various dashboards across various projects.
  • Cohere-Med
    Data Science Intern
    Cohere-Med Jun 2018 - Oct 2018
    Bengaluru, Karnataka, India
    • Researched and analyzed clinical case studies across Critical Health Care systems.• Extracted, Cleansed, and Visualized clinical data from multiple data sources such as MIMIC (MIT's healthcare database) and eICU Collaborative Research Database.• Developed Predictive models to predict In-patient readmission within 30 days post discharge using Machine learning algorithms including but not limited to, SVM, logistic Regression, Random forest and Artificial Neural Networks.

Anusha Prakash Education Details

Frequently Asked Questions about Anusha Prakash

What company does Anusha Prakash work for?

Anusha Prakash works for Duke Institute For Health Innovation

What is Anusha Prakash's role at the current company?

Anusha Prakash's current role is Data Scientist.

What schools did Anusha Prakash attend?

Anusha Prakash attended Syracuse University College Of Engineering And Computer Science, Acharya Patasala College Of Engineering A. P. S.

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