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.
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 PagePython, 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 PagePython, 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 PagePython, 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 PagePython, Kivy
2D Car simulation App built with Kivy. This app was made to be my own environment for testing reinforment models.
GitHub PageJavascript, 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 PagePython, 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 PagePython, 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 PagePython, 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 PagePython, 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 PagePython, TensorFlow
Music generation using recurrent neural networks and TensorFlow's LSTM layers.
GitHub PagePython, 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 PagePython, 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 PagePython, OpenCV
OpenCV Color detection that I used to help find one of the more valuable resources in Minecraft.
GitHub PagePython
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