Scholar
Tiago Machado
Google Scholar ID: UFPQWKoAAAAJ
IBM Research
Citations & Impact
Citations
329
H-index
11
i10-index
11
Publications
20
Co-authors
13
list available
Publications
Resume (English only)
Research Experience
- Omdena-Agreed Earth project: Designed a knowledge-guided machine learning model to predict nitrous oxide fluxes.
- Northeastern University: Worked on the design of machine learning models for supervised and unsupervised tasks, and interactive narrative design assistance. These works are part of the StudyCrafter.com platform.
- During his PhD: Designed systems that incorporate AI into the game design process.
- Developed a project for storing, replaying, and querying events in gameplay sessions using a relational database to handle high write/read requests.
- Developed games while working on a pioneering EdTech project in Brazil.
- Designed a visualization tool for Twitter hashtag sentiment analysis and visualizing heatmaps of game elements.
Background
- An AI Engineer, focusing on developing systems to enhance human design activities. Recent works combine machine learning, backend development, and data science in fields such as decision-making simulations, games, edutech, and agrotech.
Miscellany
- Contact: Email tiago.machado@nyu.edu; Phone +55 81 9 8197 5328; Social Media GitHub and LinkedIn.
