charlesbueso

bacteriaGame

brainToText

Muse 2 BCI NLP Keras NN - Transformers.

buesobros-flask-app

Natural Language Processing voice recognition models in Python and Flask micro web framework.

cgmultithreading-matrix-multiplication

charlesbueso

ChatApplication

Collaborated and designed application’s GUI from scratch and worked with graphical modelling mockup applications. Developed real-time chat application in Android Studio and Java implementing OOP design patterns like Visitor. Connected to Google Firebase allowing end-to-end encrypted communication between users.

ChicagoFoodInspections

EmailSender

Used for randomizing 8 different email addresses and organizing a Christmas gift exchange with friends.

stockSentimentNeuralNet

Deep learning neural network implementation in Keras, aiming to predict whether the Dow Jones index will rise or fall on a given specific date with the use of NLP sentiment analysis on top news headlines of the day, and a binary label of whether the market closed higher or lower than open..

svmStockSentiment

Simple support vector classifier implemented with scikit-learn for classifying positive or negative sentiment associated with the Dow Jones index, using binary label to predict whether the market rose or fell on any given specific date.

charlesbueso/bacteriaGame

charlesbueso/brainToText

Muse 2 BCI NLP Keras NN - Transformers.

charlesbueso/stockSentimentNeuralNet

Deep learning neural network implementation in Keras, aiming to predict whether the Dow Jones index will rise or fall on a given specific date with the use of NLP sentiment analysis on top news headlines of the day, and a binary label of whether the market closed higher or lower than open..

charlesbueso/svmStockSentiment

Simple support vector classifier implemented with scikit-learn for classifying positive or negative sentiment associated with the Dow Jones index, using binary label to predict whether the market rose or fell on any given specific date.

charlesbueso/buesobros-flask-app

Natural Language Processing voice recognition models in Python and Flask micro web framework.

charlesbueso/cgmultithreading-matrix-multiplication

charlesbueso/charlesbueso

charlesbueso/ChatApplication

Collaborated and designed application’s GUI from scratch and worked with graphical modelling mockup applications. Developed real-time chat application in Android Studio and Java implementing OOP design patterns like Visitor. Connected to Google Firebase allowing end-to-end encrypted communication between users.

charlesbueso/ChicagoFoodInspections

charlesbueso/EmailSender

Used for randomizing 8 different email addresses and organizing a Christmas gift exchange with friends.

charlesbueso/gula

Python data analysis for NYSE, implementing modern portfolio theory creating modern factors using LLMs and public data sources.

charlesbueso/mcdata

charlesbueso/naiveBayesBuesoHW2

Implemented a Multinomial Naive Bayes text classifier from scratch for movie review data, aiming to find wether the review contains a positive or negative sentiment towards the movie.

charlesbueso/Psychology-DataScience

Assisted on research project ‘Bilingualism in Children’ as data analyst interpreting dozens of hours of audio data of 535 bilingual children collecting utterance frequency through statistical analysis.

charlesbueso/resume

My personal porfolio website, made in React.js with the help of libraries like react-three-fiber, Drei, and Lottie.

charlesbueso/stock_screener

charlesbueso/surgery-three-d

React.js web app for playing surgery videos while providing a real-time list of detailed and analyzable 3D models of medical instruments and anatomical parts currently displayed in video.

charlesbueso/word2vec

Fun in-class exercise for understanding the inner workings of word2vec in NLP. Implemented Google News 300 word2vec pre-trained model, and also trained a model from scratch with an existing text dataset (Brown Corpus).