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Hi there 👋

You've stumbled upon Steven Herrera's GitHub profile!

I enjoy using ML and NLP models to create algorithms that utilize data to provide valuable insights.

Education

  • 📖 Studied at University of Houston - Clear Lake for my Master of Science in Data Science

  • 📖 Studied at The University of Texas at Austin for my Bachelor of Science in Physics

  • 🌱 Completed Courses:

    • Deep Learning
    • Machine Learning
    • Applied Statistical Methods
    • Big Data Analytics

  • I enjoy writing code, building models, and building pipelines that facilate CI / CD.

  • I mainly use Python for my programming however I am comfortable using SQL and R.

  • I have experience using cloud services, I have used AWS for model building (EC2 and Sagemaker) data storage (S3) and other services.

  • I enjoy talking Tech and Machine Learning.

Tech Stack

Technologies

Python  R 

Frameworks/Libraries

NumPy  Pandas  scikit-learn  TensorFlow  Keras  Matplotlib  Pytest 

Tools

Airflow  Docker  github actions  AWS 

Location

  • 🏔 Living in Houston, Texas

Development

  • 🧠 Building a repository that will enhance my skills in Data Science, CI/CD, Unit Testing and MLOps in general
  • 🧠 Building models for Ordinal Text Classification in securities law

Where to find me

Steven-Herrera

Steven Herrera's Projects

customer-analytics-in-python icon customer-analytics-in-python

I use various Data Science and machine learning techniques to analyze customer data using STP framework. I preprocessed the data, performed segmentation, hierarchical clustering, k-means, PCA techniques with a lot of visualizations to segment and understand customer data. I have performed Purchase Analytics (both descriptive analysis and predictive analysis). Used deep learning to enhance my model.

hugo icon hugo

this is a Hugo continuous delivery site

python_tips icon python_tips

This is a repository of python tips for those those who may be just starting their journey into the python world. Many of these tips are explained on my TikTok account. Feel free to follow me for data science content!

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