Embedded AI for Edge Devices (TensorRT/ONNX)
Published:
Real-time instance segmentation on NVIDIA edge hardware using ONNX and TensorRT.
Published:
Real-time instance segmentation on NVIDIA edge hardware using ONNX and TensorRT.
Published:
State-of-the-art 3D vehicle multi-object tracking with a real-time data-driven Kalman Filter for autonomous driving.
Published:
Map-centric social travel app (Flutter + FastAPI + Postgres on Azure, Mapbox) with 1000+ users.
Published:
Multi-sensor fusion (RGB/LiDAR/multispectral/IMU/GNSS) for autonomous navigation, localization, and perception.
Published:
Multi-agent motion forecasting for autonomous driving: interaction-aware trajectory prediction with generative models.
IEEE International Conference on Mobile Data Management (MDM)
2024 IEEE 26th International Workshop on Multimedia Signal Processing (MMSP)
IEEE Robotics and Automation Letters (RA-L/ICRA)
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
European Workshop on Visual Information Processing (EUVIP)
Published:
AI-enhanced Kalman filtering for robust tracking with real-time capability in autonomous driving/ADAS.
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.
Teaching Assistant, Vrije Universiteit Brussel (VUB), 2023
Teaching Assistant for Machine Learning and Big Data Processing (2.5 years).