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Dionis A. Padilla

Educational Background

  • Master of Engineering (Mar 2005)
  • Bachelor of Science in Computer Engineering (Mar 1995)
  • NVIDIA Deep Learning Institute (DLI) University Ambassadorship Training (May 2025)
  • AWS Academy Cloud Foundation Training Bootcamp (December 2021)
  • Huawei Certified Academy Instructor’s Training (Oct 2019)
  • WAVE Computing Data Science Bootcamp (Sep 2018)


Affiliations

  • School of Artificial Intelligence, Electrical, Computer, and Electronics Engineering, Mapua University | Faculty Member
  • NVIDIA Deep Learning Institute | NVIDIA University Ambassador
  • Huawei ICT Academy | Huawei ICT Academy Instructor
  • AWS Academy Cloud Foundation (ACF) | AWS Academy Instructor
  • Institute of Electrical and Electronics Engineers (IEEE) | Member, Philippine Section
  • Institute of Computer Engineers of the Philippines, Inc. (ICpEP) | Lifetime Member

Courses Taught

  • Artificial Intelligence Specialization Courses for Computer Engineering
  • Emerging Technologies for Computer Engineering
  • Statistics for Engineering and Machine Learning
  • Methods of Research for Computer Engineering
  • Thesis and Design Courses for Computer Engineering

Research Interests

  • Agentic Frameworks | Cognitive Agentic Frameworks and Multi-Agent Orchestration
  • NLP/ Decision-Making | Hybrid Offline-to-Online Reinforcement Learning for Sequential Decision-Making
  • NLP / Reasoning | Retrieval-Augmented and Reasoning-Centric Natural Language Processing
  • CV / VLAs | Generative and 4D Spatio-Temporal Computer Vision with Vision-Language-Action Models
  • IoT/WSN| Federated Edge Intelligence and Energy-Harvesting Wireless Sensor Networks for Internet of Things Systems

 


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