Jaime Leal, Machine Learning Developer in Monterrey, Mexico
Jaime Leal

Machine Learning Developer in Monterrey, Mexico

Member since September 20, 2019
Jaime has three years of experience working as a data scientist in all stages of the data science pipeline including data cleaning, feature engineering, model building, and model deployment mainly with structured data. He has developed in R and Python, and he has created automatic reports, dashboards, RESTful APIs, and packages. Jaime is continuously working to improve his skills.
Jaime is now available for hire

Portfolio

Experience

Location

Monterrey, Mexico

Availability

Part-time

Preferred Environment

Git, Visual Studio, Spyder, RStudio

The most amazing...

...thing I've coded is a two phase fluid flow simulator in Python.

Employment

  • Data Scientist

    2017 - PRESENT
    Teranalytics
    • Worked in all stages of the data science pipeline including data cleaning, feature engineering, model building, and model deployment, mainly with structured data.
    • Developed RShiny dashboards.
    • Managed and used Amazon Web Services (AWS) S3, EC2, Lambda, API Gateway, Cognito, RDS.
    • Contributed to projects in various industries including manufacturing, transportation, clinical trials, and marketing.
    Technologies: R, Python, Git, AWS

Experience

Skills

  • Frameworks

    RStudio Shiny
  • Libraries/APIs

    Caret, REST APIs, Twitter API, Facebook API, Keras, TensorFlow, NumPy, SciPy, Pandas, Matplotlib
  • Tools

    Dplyr, Git, Bitbucket, GitHub, Spyder, Microsoft Access
  • Paradigms

    Data Science, REST
  • Other

    Data Cleaning, Data Analysis, AWS API Gateway, Machine Learning, Deep Learning, Linear Algebra, Numerical Methods
  • Languages

    Python, R, Markdown, SQL, Excel VBA, HTML, JavaScript
  • Platforms

    Visual Studio Code, Jupyter Notebook, Amazon Web Services (AWS), AWS EC2, AWS Lambda, Windows, Linux
  • Storage

    AWS S3, AWS RDS, Redis

Education

  • Master's degree in Petroleum Engineering
    2015 - 2016
    Texas A & M University - College Station, Texas, USA
Certifications
  • Deep Learning Specialization
    OCTOBER 2019 - PRESENT
    Coursera
  • Data Science
    MARCH 2019 - PRESENT
    Coursera

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