Hi there, I'm Erika.

I am a programmer and data scientist based in SoCal.
Scroll down to learn more about what I do.

Closeup of laptop with programming code on screen

services

Minimalistic graphic of a website layout

Web Development

Deliver attractive, responsive websites and web applications.

Experience with full-stack development, MVC architecture, APIs, responsive design, accessibility.

Minimalistic graphic of a robot head

Machine Learning

Use data and programming to find trends and make informed decisions about the future.

Experience with computer vision, multidimensional data, time series, neural networks, data preprocessing, data visualization.

projects

Web Development

Closeup of laptop with programming code on screen

Tech Portfolio

A website that displays my technical projects and background.

  • HTML
  • CSS
Website Code
Color pencils lined up side by side against a white background

Art Portfolio

A gallery with an artistic design to showcase my illustrations.

  • JavaScript
  • HTML
  • CSS
Website Code
A framed quote hanging on the wall next to string lights. The quote reads: Time you enjoy wasting is not wasted time.

Mood Board Generator

A web app to create a collage of inspirational quotes and beautiful images.

  • JavaScript
  • React.js
  • JSX
  • Node.js
  • CSS
Website Code
Brown cat wrapped in a white fabric from the neck down

Cat Generator

A cute little website that makes a random cat image appear at the click of a button.

  • JavaScript
  • Node.js
  • HTML
  • CSS
Website Code
Books of various sizes on wooden shelves

Library Database

A library database simulation that allows users to browse a catalog and check out books.

  • Java
  • Servlets
  • JSP
  • CSS
  • SQL
Code
Messy drawings of website designs

Webpage Samples

A collection of sample websites created from UI mockups designed by others.

  • JavaScript
  • React.js
  • JSX
  • HTML
  • CSS
  • Bootstrap
Website Code

Machine Learning

Concrete crack spread in different directions

Crack Propagation

Using deep learning to predict the visual growth of cracks on concrete surfaces over time.

  • Python
  • PyTorch
  • OpenCV
  • Matplotlib
  • CUDA
Overview
Cal State LA's autonomous underwater vehicle submerged in a pool

RoboSub

Giving an autonomous submarine the ability to detect underwater objects with advanced computer vision.

  • Python
  • Darknet (YOLO)
  • OpenCV
  • ROS
  • CUDA
Overview
Bike standing on a sidewall against a concrete wall

Bike Sharing Demand

Predicting the demand of bicycle rentals based on previous hourly data over the years.

  • Python
  • Scikit-learn
  • Matplotlib

about

Erika Estrada

I have a master's degree in computer science and a year of professional experience in full-stack development. I'm passionate about implementing solutions to analytical problems dealing with software and data. I have an eye for detail, keeping the user in mind in order to provide the best experience possible. My latest work in machine learning was presented at the 25th International Conference on Image Processing, Computer Vision, and Pattern Recognition.

Outside of programming, I love to do fitness and digital illustration. Check out my art portfolio!

Erika smiling

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