Projects
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]