Work in Progress. Write up per project to follow. In the meantime, please check the presentations attached per project

Data Science Projects Undertaken

Machine Learning and Artificial Intelligence

  • Emotion Distribution Recognition of News Articles using Rappler’s Crowd-Annotated Mood Metrics [Presentation]
  • Virtual Trying on of clothes using Generative Neural Networks [Presentation]
  • A Bayesian Approach to Deep Learning

Big Data and Cloud Computing

  • Pandemic Pulse: Understanding Global Trends During the Pandemic using GDELT Global Knowledge Graph [Presentation]
  • Predicting Stock Prices of FAANG companies using Tones found in GDELT GKG

Network Science

  • Community Structure of ASEAN Corporate Network [Presentation]
  • Vaccination Planning: In-Silica simulation of Vaccine Strategies using Centrality Measurements

Data Mining

  • DeepRec: Hybrid Recommender system using Deep Learning
  • Uncovering a Populist Government: Identifying PH Government’s response to COVID-19 using Clustering Analysis of Pres. Duterte’s Weekly Program [Presentation]

Natural Language Processing

  • Determining Gaps in Global Efforts towards the achievement of the SDGs through the use of Topic Model on News Articles [Presentation]