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Niral N Patel

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Fort Myers, Florida, United States

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Résumé


Jobs verified_user 0% verified
  • DataRobot
    Senior Machine Learning Engineer
    DataRobot
    Oct 2024 - Current (2 years)
    • Designed and deployed scalable machine learning services using Python, PyTorch, FastAPI, and containerized infrastructure for internal AI platforms and automation systems.
    • Built enterprise LLM applications using LangChain, embedding models, vector search, and RAG pipelines for document intelligence and semantic retrieval workflows.
    • Developed backend inference APIs enabling production integration of predictive models across analytics and operational platforms.
    • Improved deployment consistency by standardizing Docker-based packaging, Kubernetes orchestration, and CI/CD release workflows for ML services.
    • Implemented model monitoring and validation workflows supporting production reliability and repeatable deploymen
  • Babylon Health
    Machine Learning Engineer
    Babylon Health
    Jul 2017 - Aug 2024 (7 years 2 months)
    • Developed machine learning models and predictive analytics workflows using Python, TensorFlow, scikit-learn, and SQL for healthcare analytics applications and operational reporting systems.
    • Built feature engineering and training pipelines supporting classification, regression, and forecasting models used in healthcare analytics workflows.
    • Created backend analytical APIs integrating machine learning predictions into healthcare reporting and operational platforms.
    • Processed large-scale healthcare and operational datasets using PySpark and Apache Spark within distributed cloud-based environments.
    • Improved recurring analytics workflows by automating data preparation, validation, and reporting processes across multi
  • NeoGenomics Laboratories
    Data Scientist
    NeoGenomics Laboratories
    May 2014 - Jun 2017 (3 years 2 months)
    • Built scalable analytical processing workflows using Python, SQL, and enterprise reporting technologies for laboratory analytics and business reporting applications.
    • Developed recurring ETL pipelines, transformation routines, and automated validation processes for reporting and data preparation workflows.
    • Conducted exploratory data analysis and statistical reporting activities for operational planning and business intelligence initiatives.
    • Optimized complex SQL queries, reporting logic, and aggregation workflows to improve analytical consistency and recurring report generation efficiency.
    • Maintained structured datasets across PostgreSQL, MySQL, and enterprise database systems for reporting and analytics require
  • ARTHREX
    Data Analyst / Junior Data Scientist
    ARTHREX
    Apr 2013 - Apr 2014 (1 year 1 month)
    • Prepared operational reports and analytical dashboards using SQL, Python, and spreadsheet-based reporting workflows for internal business operations.
    • Assisted with development of data extraction, cleansing, and transformation workflows improving consistency across recurring reporting processes.
    • Supported database analysis activities involving PostgreSQL, MySQL, and SQL Server environments for operational analytics and reporting tasks.
    • Developed reusable reporting scripts and automated workflows streamlining recurring analytical requests across business teams.
    • Performed exploratory analysis, trend identification, and dataset validation activities supporting operational reporting initiatives.
    • Assisted engi
Education verified_user 0% verified
  • University of Florida
    Bachelor's Degree in Computer Science
    University of Florida
    Jan 2009 - Jan 2013 (4 years 1 month)