Matthew Theodore Roque

Pronouns: he/him

Researcher, Network R&D Team, Samsung

  • Joined February 2025

Names

Matthew Theodore Roque (Preferred)
,
Matthew Roque
,
Matthew Theodore C. Roque
,
Matthew C. Roque

Emails

****@samsung.com (Confirmed)
,
****@gmail.com (Confirmed)
,
****@icloud.com (Confirmed)

Personal Links

Career & Education History

Researcher
Network R&D Team, Samsung (samsung.com)
2024 – Present
 
MS student
Electronics & Computer Engineering Department, De La Salle University (dlsu.edu.ph)
2020 – 2023
 
Undergrad student
Electronics & Computer Engineering Department, De La Salle University (dlsu.edu.ph)
2017 – 2023
 

Advisors, Relations & Conflicts

No relations added

Expertise

model optimization, transformer architecture
2025 – Present
 
low-resource machine translation, sequence-to-sequence modeling, transfer learning
2024 – Present
 
text readability, dataset characteristics, transfer learning
2024 – Present
 
information retrieval, text embedding models, legal NLP, synthetic data, domain-specific retrieval
2022 – 2024