Surabhi Datta

Surabhi Datta Email and Phone Number

Senior NLP Scientist at Melax Technologies @ Melax Tech
houston, texas, united states
Surabhi Datta's Location
Houston, Texas, United States, United States
Surabhi Datta's Contact Details

Surabhi Datta personal email

n/a
About Surabhi Datta

PhD in Biomedical Informatics at the University of Texas Health Science Center Houston. Currently working on extracting important clinical information from EHR notes (radiology reports) utilizing deep learning-based NLP methods.

Surabhi Datta's Current Company Details
Melax Tech

Melax Tech

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Senior NLP Scientist at Melax Technologies
houston, texas, united states
Website:
melaxtech.com
Employees:
10
Surabhi Datta Work Experience Details
  • Melax Tech
    Senior Nlp Scientist
    Melax Tech Jan 2023 - Present
    Houston, Texas, United States
    View
  • The University Of Texas Health Science Center At Houston (Uthealth)
    Graduate Research Assistant
    The University Of Texas Health Science Center At Houston (Uthealth) Aug 2016 - Mar 2023
    Houston, Texas Area
    • Working on extracting granular spatial information of radiological entities such as radiographic findings (e.g., tumors) and medical devices (e.g., PICC line) from reports using deep learning-based NLP methods• Worked on leveraging spatial information from radiology reports for Ischemic Stroke phenotyping• Worked on identifying important spatial roles from radiology reports including diagnosis and hedging terms utilizing pre-trained language models like BERT and XLNet• Worked on developing BERT-based methods for automatic normalization of a diverse set of radiological entities to a vocabulary of radiology terms leveraging RadLex• Worked on a scoping review related to clinical NLP for cancer from frame semantics perspective• Developed a software module to convert logical forms to Fast Healthcare Interoperability Resources (FHIR) queries• Worked on automatically generating and ranking paraphrases for EHR Question Answering System• Contributed to a phenotyping project - Mapped UMLS concepts to Allscripts EHR specific codes for medications to help in phenotyping task• Worked on implementing another phenotyping project for associating the patient descriptions with disease in collaboration with Rice University
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  • Oracle
    Software Developer
    Oracle Jun 2014 - Jul 2016
    Bengaluru Area, India
    • Involved in Third-party Management, Oracle Enterprise Manager• Implemented the UI based discovery of IBM WebSphere Queue Manager, a messaging and queuing middleware• Implemented the EM CLI based discovery for discovering and refreshing IBM WebSphere MQ cluster• Worked on adding process control mechanism for IBM WebSphere Application Server to the Enterprise Manager Cloud Control UI• Modified the Ever-increasing Metrics of Tomcat Server to Rate Metrics, which helped in providing a better analysis of the metrics
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  • Vmware
    Member Of Technical Staff Intern
    Vmware Jul 2013 - Dec 2013
    Bengaluru Area, India
    Chargeback Report team - vCenter Chargeback Manager product• Analyzed the vCenter Data Collector behavior in a highly stressed virtual environment. Created different vCenter Simulator setups consisting up to 15,000 virtual machines. Then estimated the maximum inventory size of the setup for which the Data Collector functions properly and the Chargeback reports get generated continuously with the correct usage statistics of the virtual machines• Added support for collection of data related to vCenter Annotations associated with each entity of vCenter Server
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  • Development Consultants Private Limited
    Summer Intern
    Development Consultants Private Limited May 2012 - Jul 2012
    Kolkata Area, India
    Developed a mobile web application for a hospital management system integrated with Business Intelligence solutions which helped the users in viewing health status reports and other diagnostics besides basic hospital information
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Surabhi Datta Skills

C Python Java Natural Language Processing Html5 Jquery Sas Programming Sql Algorithms Data Structures Clinical Decision Support Clinical Research Clinical Data Management Data Mining Programming Machine Learning

Surabhi Datta Education Details

Frequently Asked Questions about Surabhi Datta

What company does Surabhi Datta work for?

Surabhi Datta works for Melax Tech

What is Surabhi Datta's role at the current company?

Surabhi Datta's current role is Senior NLP Scientist at Melax Technologies.

What is Surabhi Datta's email address?

Surabhi Datta's email address is sd****@****uth.edu

What schools did Surabhi Datta attend?

Surabhi Datta attended The University Of Texas Health Science Center At Houston (Uthealth Houston), The University Of Texas Health Science Center At Houston (Uthealth), Birla Institute Of Technology And Science, Pilani.

What skills is Surabhi Datta known for?

Surabhi Datta has skills like C, Python, Java, Natural Language Processing, Html5, Jquery, Sas Programming, Sql, Algorithms, Data Structures, Clinical Decision Support, Clinical Research.

Who are Surabhi Datta's colleagues?

Surabhi Datta's colleagues are Siwei Wang.

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