Beyond Probable

Ramblings on computers and various other topics.

About

Trying (semi-successfully) to get computers to do what I want.

Final year PhD student at the University of Cambridge, working on 3D modelling of infrastructure. My research interests are in 3D computer vision and infrastructure modelling.

I graduated with my bachelor's degree from the University of Moratuwa in 2021 specializing in Computer Science and Engineering. I completed my Master of research degree from the Department of Engineering, University of Cambridge in 2022. My academic profile is available here.

Experience

Associate Data Scientist
Veracity AI, 2020 - 2021
Google Summer of Code Mentor
Point Cloud Library Organisation, 2021
Google Summer of Code Intern
Point Cloud Library Organisation, 2021
Teaching Assistant (part-time)
University of Moratuwa, 2021
Research Intern
University of Sydney & CSIRO Data61, 2019

Selected Publications

Towards a Density Preserving Objective Function for Learning on Point Sets

European Conference on Computer Vision (ECCV), 2024

Haritha Jayasinghe, Ioannis Brilakis

Code →

Learnable Geometry and Connectivity Modelling of BIM Objects

British Machine Vision Conference (BMVC), 2023

Haritha Jayasinghe, Ioannis Brilakis

Code →

Topological Relationship Modelling for Industrial Facility Digitisation Using Graph Neural Networks

International Conference on Construction Applications of Virtual Reality, 2023

Haritha Jayasinghe, Ioannis Brilakis

Data-Driven Simulation of Ride-Hailing Services Using Imitation and Reinforcement Learning

International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, 2021

Haritha Jayasinghe, Tarindu Jayatilaka, Ravin Gunawardena, Uthayasanker Thayasivam

Featured Video

Excerpt from the 2024 DRF debate on Road infrastructure digitalisation, held at the Cambridge Union, where I debated for the proposition.