profile_picture

Welcome! My name is Alex Celis, and I am a professional Software Developer in Northern Virginia. I started basic programming in high school with java. Once I discovered Python and its quick prototyping capabilities, I began building projects from a broad set of categories in computer science.

Skills

framework_image
Languages and Frameworks
Python, Javascript, HTML, CSS, Selenium, Flask, Kivy, Tkinter, Bootstrap, jQuery
setting_image
Common Tools
  • Linux
  • AWS
  • GitHub
  • Visual Studio
  • python_logo
    Python Packages
    Numpy, Pandas, OpenCV, Sklearn, Pytorch, TensorFlow, Matplotlib, Seaborn, RPi.gpio, Json, pickle, socket, requests

    Projects

    Face Detection
    Dependencies:

    Python, OpenCV

    Face detection with Haar-cascade classifier and OpenCV. My python script places bounding boxes around the faces and eyes of people in the frame.

    GitHub Page
    Pi Car
    Dependencies:

    Python, gpiozero

    A Raspberry Pi car with infrared and ultrasonic sensors, two motors, a buzzer, and a frame built with popsicle sticks. I used python to make a bot that reads sensor data and make a decions based on its envoirnment

    GitHub Page
    Boston Housing Dataset
    Dependencies:

    Python, Pandas, Sklearn, Scipy, Matplotlib, Seaborn

    Predicting housing prices on the Boston housing dataset. This project also has data analysis and data visualization of the more significant attributes.

    GitHub Page
    Cardboard Pi Terminal
    Dependencies:

    Python, RPi.GPIO

    A cardboard terminal with a raspberry pi computer. The Hardware consists of LEDs, an RFID tag reader, and a 16x16 LCD screen.

    GitHub Page
    Kivy Car Simulation
    Dependencies:

    Python, Kivy

    2D Car simulation App built with Kivy. This app was made to be my own environment for testing reinforment models.

    GitHub Page
    Block Runner
    Dependencies:

    Javascript, CSS, p5.js

    A Block game that I built to solidify my understanding of JavaScript. I used the P5.js library to control most of the visuals and interactions of the web game.

    GitHub Page
    Tile Runway
    Dependencies:

    Python, Kivy

    Fully functional Kivy App for kids. As the colored blocks come down the screen, you have to click the corresponding color's button before it passes the screen or you lose a life.

    GitHub Page
    Art Generator
    Dependencies:

    Python, TensorFlow

    Neural style transfer using TensorFlows pre-trained vgg19 model. I used transfer learning to modify an image into the art style of another image.

    GitHub Page
    Flask Lamp Server
    Dependencies:

    Python, Flask, HTML, CSS, JavaScript

    A Flask server on a raspberry pi that controls a relay module. From my website, this lamp could be turned on or off from anywhere in the world.

    GitHub Page
    Reddit Scrape NLP
    Dependencies:

    Python, Pandas, requests, Sklearn

    Making requests to Reddit API and downloading their data. I then use machine learning to determine if a post belongs to one of my catagories.

    GitHub Page
    Music Generator LSTM
    Dependencies:

    Python, TensorFlow

    Music generation using recurrent neural networks and TensorFlow's LSTM layers.

    GitHub Page
    Kivy List App
    Dependencies:

    Python, Kivy

    This is one of the first apps I made when I was learning Kivy. I learned the basics of page layouts and functionality design for a GUI.

    GitHub Page
    Titanic Dataset
    Dependencies:

    Python, Pandas, Matplotlib, Seaborn, Sklearn

    This is the first dataset I ever worked on. I learned common practices for data cleaning and data visualization. I then trained a logistic regression model to determine if a passenger would survive or not given their information.

    GitHub Page
    Minecraft Color Detection
    Dependencies:

    Python, OpenCV

    OpenCV Color detection that I used to help find one of the more valuable resources in Minecraft.

    GitHub Page
    Custom Voice Box
    Dependencies:

    Python

    This is a gift I made which is a raspberry pi and a Pi hat speaker. This furry friend will feed a custom line every couple of seconds after plugging it into a power source.

    GitHub Page