Hack UMB
Full Stack Web App for Hackathon Events. Used by the Computer Science Club @ UMB. This will improve staff workflow and allow us to share information with registered participants in a custom way.
Personal Portfolio for Yadira
Personal portfolio website I designed and built for my client! This website showcases her academic and professional journey, including projects, publications, and other achievements.
QR Pigeon
We realized that all tools for sharing images from your phone to your laptop have a certain level of friction. Thus, we aim to make the sharing process as smooth as possible. No apps. No account setup. No clutter.
PDF GPT
Built a multi-pdf analyzer and question-answer bot with five auto-generated preview questions. Used streamlit, OpenAI, LLMs and LangChain.
Melanoma Predictor Website
Built a website to host a model I collaborated to help building that uses Tensorflow.js with an optimized layer distribution and logic. This website enables uses to take a picture with their camera or upload a photo and run the DL model on that images, giving them the result whether or not the model predicted it is Melanoma or not.
Class assignment feedback discord bot
Feedback Wizard Bot is a Discord bot designed to enhance the feedback and grading process within educational or training-oriented Discord servers. It simplifies the distribution and management of assignment feedback and grade distributions. Currently 2 university courses are using this discord bot to power their feedback distribution to students through Discord 😁
DNS Traffic Control
The DNS Traffic Control Project is a machine learning project that aims to classify DNS traffic as either benign or malicious using stateless and stateful datasets. The purpose of this project is to build a model that can accurately detect and prevent malicious DNS traffic.
9 Machine Learning Projects with Sklearn
Built 9 ML projects on developing models for Handwriting recognition, Titanic survival prediction, Baseball Strikes prediction, Tweet classification, Income prediction, Naive Bayes, Perceptrons, and more, using sklearn. As a result, I achieved a certification.
6 Deep Learning Projects with Tensorflow
Collection of 6 Deep Learning projects implemented using TensorFlow. These include Air Quality Prediction, CNN for Pneumoniua prediction, galaxy type prediction, life expectancy predictor, medical cost preditor, patient survival predictor, x-ray lung predictor, and more!
Exoplanet Predictor
In this project I build a Machine Learning Algorithm in order to predict how many planets can a certain system have based on its mass, age, etc. It was a very interesting project built with python and Decision Tree Algorithmic aplication, but it can also be applied with polinomial models. It later scaled as a collaborative project for the web!
Drug Medication based on Condition
Classify drugs and use user interaction to prompt the user the top 10 drugs for the condition they entered. This is not a medical prescription system. It is just for the user to have a clear panorama of the possible routes they can go with medical supervision and the experience of others that already have gone through that route.
Temperature vs. Humidity Model inside a greenhouse
In this project with the help of Python I used the data recollected in my greenhouse. With this data I obtained a mathematical model in order to predict Humidity within a data of Temperature inside my hidroponic greenhouse.
Local Weather Predictor
In this project with the help of Python I used the data recollected in my town area. With this data I used a machine learning algorithm to predict either temperature or humidity conditions. I also used arduino sensors to recollect the data.
Responsive Podcast Website
In this project I design my podcast website, considering its responsiveness. During the development of the website, I used HTML5, CSS3, and Javascript for the animation. I also implemented the scrollreveal framework, in order to add a much more personalized effect. The typing animation is also an iconic element of the site.
Hourly variation in concentration levels (μg/m3) of PM2.5, O3, SO2, and CO
This project focuses on comparing the Air Pollution data before and during the Pandemic of the Covid-19, to stablish environmental conclusions of its impact.
Model to represent temperature and electric current of a Peltier cell
Recollect data by measuring 50 times the temperature of the Peltier cell while variating the electric current with a circuit I built (see paper). Create models with the data and conclude that the relationship between the current and temperature of a Peltier cell is negative quadratic.
