Siddharth Patel

Siddharth Patel

Houston, Texas, United States
8K followers 500+ connections

Activity

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Experience

  • Giggr - The Future of Work Graphic

    Giggr - The Future of Work

    Chennai, Tamil Nadu, India

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    Delhi, India

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    Madrid, Community of Madrid, Spain

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    Chennai Area, India

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    Chennai Area, India

Education

  • IE University Lifelong Learning Graphic
  • - Present

    • Tested Python code and built a Python package.

    • Built predictive models using a variety of unsupervised and supervised machine learning techniques.

    • Used Amazon SageMaker to deploy machine learning models to production environments, such as a web application or piece of hardware.

    • A/B tested two different deployed models and evaluated their performance.

    • Utilized an API to deploy a model to a website such that it responds to user input, dynamically.

    •…

    • Tested Python code and built a Python package.

    • Built predictive models using a variety of unsupervised and supervised machine learning techniques.

    • Used Amazon SageMaker to deploy machine learning models to production environments, such as a web application or piece of hardware.

    • A/B tested two different deployed models and evaluated their performance.

    • Utilized an API to deploy a model to a website such that it responds to user input, dynamically.

    • Updated a deployed model, in response to changes in the underlying data source.

  • - Present

    -Data Modeling
    Learned to create relational and NoSQL data models to fit the diverse needs of data consumers. Used ETL to build databases in PostgreSQL and Apache Cassandra.

    -Cloud Data Warehouses
    Acquired data warehousing skills and deepened my understanding of data infrastructure. Creating cloud-based data warehouses on Amazon Web Services (AWS).

    -Spark and Data Lakes
    Understood the big data ecosystem and how to use Spark to work with massive datasets. Stored big data…

    -Data Modeling
    Learned to create relational and NoSQL data models to fit the diverse needs of data consumers. Used ETL to build databases in PostgreSQL and Apache Cassandra.

    -Cloud Data Warehouses
    Acquired data warehousing skills and deepened my understanding of data infrastructure. Creating cloud-based data warehouses on Amazon Web Services (AWS).

    -Spark and Data Lakes
    Understood the big data ecosystem and how to use Spark to work with massive datasets. Stored big data in a data lake and queried it with Spark.

    -Data Pipelines with Airflow
    Scheduled, automated, and monitored data pipelines using Apache Airflow. Ran data quality checks, tracked data lineage and worked with data pipelines in production.

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Licenses & Certifications

Volunteer Experience

Projects

  • Traffic Decorrelation Techniques For Countering a Global Eavesdropper in WSN

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    Addressed the problem of preventing the inference of contextual information in WSNs. The problem considered under a global eavesdropper who analyzes low-level RF transmission attributes, such as the number of transmitted packets, inter-packet times, and traffic directionality, to infer event location, its occurrence time, and the sink location.

Languages

  • Hindi

    Native or bilingual proficiency

  • Tamil

    Full professional proficiency

  • English

    Native or bilingual proficiency

  • Gujarati

    Native or bilingual proficiency

  • French

    Limited working proficiency

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