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    Monisha Manoharan

    Senior Big Data and Cloud Engineer at Schlumberger

    Monisha Manoharan is a Senior Big Data and Cloud Engineer at Schlumberger, a leading technology company in the energy sector. Based in San Francisco, California, she has an educational background from The University of Texas at Austin. Her expertise lies in machine learning and data engineering, where she plays a pivotal role in developing AI applications to enhance operational efficiency within the company.

    In her recent projects, Monisha has been involved in building AI tools that automate the extraction of key scientific data from unstructured reports, significantly reducing processing time from hours to seconds. Her team achieved an impressive F1 score improvement from 85% to 91.4% using Snorkel Flow, demonstrating her capability in applying advanced machine learning techniques to real-world challenges in the energy industry.12

    Monisha's work not only focuses on technical implementation but also emphasizes collaboration between domain experts and data scientists, fostering a data-centric AI development lifecycle at Schlumberger. This approach aims to streamline processes and improve the overall performance of data-driven initiatives within the organization.1

    Highlights

    Sep 18 · snorkel.ai
    How Schlumberger uses Snorkel Flow to enhance proactive well ...
    How Schlumberger uses Snorkel Flow to enhance proactive well ...

    Related Questions

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    How did Monisha Manoharan's team achieve an 85% F1 score in just three days?
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    What technologies does Monisha Manoharan specialize in?
    Monisha Manoharan
    Monisha Manoharan, photo 1
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    Location

    San Francisco, California, United States