Vision systems for depth, motion, and synthetic data.
I’m an Assistant Professor in the School of Computing at Dublin City University (DCU) and a Visiting Fellow at Trinity College Dublin (TCD). My work spans 3D reconstruction, event-based sensing, and generative pipelines for controllable data and evaluation.
Dense geometry, refinement, and multi-camera reconstruction.
High-temporal perception, benchmarks, and eye dynamics.
Virtual humans and controllable generation under limited data.
End-to-end pipelines, evaluation, and deployment.
Academic Background
Selected appointments and degrees.
-
Nov. 2018 – May. 2021ADAPT Centre, Trinity College DublinPostDoctoral Research Fellow
Augmented Reality / Occlusion handling.
-
Feb. 2015 – June 2018National University of Ireland GalwayPhD, Electronic & Electrical Engineering
Depth estimation and 3D reconstruction in consumer imaging.
Research & Skills
Focus areas and core technical skills.
- Depth perception and 3D reconstruction
- Visual odometry and motion cues
- Event-based vision and navigation
- Conditional generative models for synthetic data
- PyTorch
- TensorFlow
- Keras
- Python
- MATLAB
- C++
- C#
- Swift
- REST APIs (Flask)
- GitHub
- GitLab
- Jira
- SQL
- Blender
- 3D workflows
Teaching
Selected modules taught in recent years.
- CA277 — Programming Fundamentals II 5 ECTS 2021–2024
- CA268 — Computer Programming 3 (Data Structures & Algorithms) 5 ECTS 2021–2024
- CA4007 — Computer Graphics and Image Processing 7.5 ECTS 2021–2024
- EE955C22 — Computational Methods 10 ECTS 2024–2026
- EEU44C16 — Deep Learning and its Applications 10 ECTS 2019–2020
Search and filter across journals, conferences, preprints, patents, and thesis entries.
Contact
For collaboration, supervision enquiries, or research discussions:
School of Computing, Dublin City University (DCU), Dublin, Ireland