Tiago Rodrigues de Almeida
Scholar

Tiago Rodrigues de Almeida

Google Scholar ID: ORMNS9kAAAAJ
PhD candidate at Örebro University
Machine LearningRoboticsTrajectory Prediction
Citations & Impact
All-time
Citations
144
 
H-index
7
 
i10-index
6
 
Publications
15
 
Co-authors
10
list available
Resume (English only)
Research Experience
  • Conducted research on human motion prediction using deep learning models during his PhD; completed a six-month internship at Amazon, where he developed and deployed a Transformer-based system for real-time transit time estimation across the EU logistics network.
Education
  • Worked on computer vision techniques for detecting road lanes in autonomous vehicles during his Master's degree, which sparked an interest in deep learning. Pursued a PhD in human motion prediction, exploring how deep learning models could predict movement patterns based on contextual information derived from the agent and its trajectories.
Background
  • Motivated by machine learning, data science, computer vision, and robotics. Driven to learn new topics within these areas and deploy them in real-world applications.
Miscellany
  • Still as curious and driven as ever, eager to continue learning and pushing the boundaries of what AI can achieve in the real world.