cielo112
I am a Machine Learning researcher currently exploring the applications of ML/AI to Complex Systems, Finance, and Commerce.
Manila, Philippines
Pinned Repositories
Automated-10K-Web-Scraper
This project is utilizes tools such as selenium to create an automated webscraper that fetches the latest filed 10K report of any registered company to US SEC. The content of the report is then parsed and sectioned using REGEX.
CNN-Image-Segmentation
Deep learning project focused on dark matter searches
Credit-Default-Analysis-And-Prediction
This project performs exploratory data analysis on Credit Default records from Hong Kong. Different predictive models were also assessed with the best one being subjected to hyperparameter tuning to further optimize performance.
Customer_Clustering_and_Analysis
In this project customer information were utilized to perform clustering using KMeansClustering. The behavior and preferences of the clusters obtained were analyzed to unlock valuable insights that drive customer-centric strategies and ultimately lead to increased customer satisfaction and business growth.
FSL_Detection
This project utilizes Mediapipe and OpenCV to create that detects and translates Filipino Sign Languge (FSL) gestures and letters into Filipino texts.
Hipparcos_Exploratory_Analysis_and_Classification
This project takes a look at the Hipparcos Dataset which catalogues the position and other relevant information for more than one hundred thousand stars. Exploratory data analysis were performed after which several classification models were created. Neural networks were also employed in the classification task.
IMDB-Webscraping-and-Exploratory-Data-Analysis
This project involves scraping IMDB data about the top 250 using BeautifulSoup and Requests. The data were then used for a simple exploratory data analysis.
Magic-Gamma-Telescope-Particle-Classifier
Utilized Monte Carlo simulated data for registered high energy gamma particles in a ground-based atmospheric Cherenkov Gamma Telescope to perform exploratory data analysis and create machine learning models.
Oil-Portraits-Using-GAN
This repository showcases a GAN-based solution that creates oil portraits from scratch. Through extensive training on a diverse collection of art, this AI-powered system learns to generate portraits that embody the essence of classical oil painting techniques and artistic expression.
Sentiment_Analysis_and_Clustering_Using_RoBERTa
This project aims to analyze women's clothing e-commerce reviews using sentiment analysis techniques and apply clustering algorithms to gain deeper insights into the products being reviewed. RoBERTa was used to facilitate the sentiment analysis and then KMeans was employed for the clutering processing.
cielo112's Repositories
cielo112/EikonalNet
Contains code for training and testing a neural net intended to create cardiac activation maps
cielo112/awesome-financial-nlp
Researches for Natural Language Processing for Financial Domain
cielo112/TensorFlow-Books
"All businesses could use a garden where Data Scientists plant seeds of possibility and water them with collaboration." ― Damian Mingle
cielo112/AnomalyDetectionOnRisk
Thesis project about Unsupervised anomaly detection on the streaming time-series data of porfolio risk measures and returns.