Data Science Portfolio

Machine Learning

• Crop Recommendation Using Machine Learning:
  • Source Code
  • Web Demo: https://ai-crop-recommender.herokuapp.com/
• Predicting the Survival of Patients with Heart Failure:
  • Source Code
  • Web Demo: https://heartfailure-predictor.herokuapp.com/
• Predicting the Risk of Diabetes at Early Stage Using Machine Learning: Jupyter-notebook
• Classifying Forest Types Based on Information About the Area: Jupyter-notebook
• Breast Cancer Prediction: Jupyter-notebook
• Predicting a Pulsar Star: Jupyter-notebook

Deep Learning

• Biodegradable / Non Biodegradable Waste Classification in Real Time:
  • Source Code
  • Demo
  • Playstore: https://play.google.com/store/apps/details?id=com.gabrielmiguel.WasteSify
• Classifying Fashion MNIST Using Pytorch: Jupyter-notebook
• Detection of Malaria Infected Cell: Jupyter-notebook
• Urban Sound Classification : Jupyter-notebook
• Pneumonia Prediction from Chest X-ray: Jupyter-notebook
  • Web Demo: https://neurocyton-pneumonia-detection.herokuapp.com/

Natural Language Processing

• Medical Symptoms Text Classification:
  • Source Code
  • Web Demo: https://medical-symptoms-classifier.herokuapp.com/
• Dental Appointment Chatbot using Chatfuel : Messenger
  • Demo: youtube
• Youtube Spam Comments Detection : Jupyter-notebook
• Text Tokenization and Cleaning with NLTK Jupyter-notebook
• Interview Appointment Chatbot: Code
  • Web Demo: Chatbot

Data Analysis

• COVID-19 Analysis Using Plotly: Jupyter-notebook
• Number of People With Depression in Southeast Asia Analysis: PDF
• Land Rail Transit 1 (LRT-1) Monthly Passenger Traffic Analysis: Jupyter-notebook
• Philippines Terrorist Attack Analysis: Jupyter-notebook

Geospatial Analysis

• COVID-19 Barangay Tracker (Barvid-19) Using Folium and Leaflet.js:
  • Source Code
  • Web Demo: https://barvid19-tracker.herokuapp.com/

Research Paper

• Face Mask Detection System Using Artificial Intelligence ( Project Proposal ) : PDF
• Male Infertility Diagnosis Based on Lifestyle Factors & Recommendation System Using Machine Learning : PDF
• Students Chatbot Support For College Information Using Natural Language Process & Machine Learning:
• A.I Generated Cognitive Behavioral Therapy Application Using Natural Language Processing: PDF
• Pneumothorax Disease Detection on Chest X-Rays Using Image Segmentation: