Portrait photo

Hey I’m Lucas.

I’m an engineer, researcher and product designer.

I currently live in Sydney. I grew up in Brazil and previously studied at UNSW.

Recently left my job at PwC to go all-in AI and robotics. I dabbled in fusion research as an undergrad, but decided the inflection point for robotics is much closer.

As a deep generalist with experience, I’ve built vertically integrated systems, from large-scale web platforms to real-time machine learning running on-device:

Stabilized pre-trained VLA models with on-policy RL methods Supervised by Prof. W. Midgley
End-to-end on-device human motion understanding from raw IMU data — creating a new way to capture the moment Featured on Blackbird
Designing scalable trust infrastructure for deepfakes Featured on PwC, Accounting Times and UNSW BusinessThink
Flagship audit platform for large-scale financial document analysis, processing thousands of events per second 10k+ MAUs in 12 countries

Some more fun projects:

Bringing dusty photos to life with vision language models
Crowdsourcing real-time human location data
Grassroots activism for displaced mining communities

Other stuff I’ve been up to:

If you found this page interesting, let’s chat.

Publications

  • Barbosa, L., Kirshner, S., Kopel, R., Lim, E.T.K. & Pagram, T., 2025. A New Incentive Model For Content Trust. arXiv:2507.09972 [Link]
  • Barbosa, L., Kirshner, S., Kopel, R., Lim, E.T.K. & Pagram, T., 2025. Toward trustworthy content: the role of challengers, juries and veracity bonds in digital media platforms. Industrial Management & Data Systems [Link]

Course Work

Introduction

MATH1141 Higher Mathematics 1A

MATH1241 Higher Mathematics 1B

PHYS1131 Higher Physics 1A


COMP1521 Computer Systems Fundamentals

ELEC1111 Electrical Circuit Fundamentals

COMP2121 Microprocessors and Interfacing


ELEC2141 Digital Circuit Design

MATH2089 Numerical Methods & Statistics

COMP2521 Data Structures and Algorithms

Extending fundamentals

ENGG1300 Engineering Mechanics

MATH1081 Discrete Mathematics

MATH2018 Engineering Mathematics 2D


MTRN2500 Computing for Mechatronic Engineers

COMP1531 Software Engineering Fundamentals

ENGG2400 Mechanics of Solids


MMAN3200 Linear Systems and Control

MMAN2300 Engineering Mechanics 2

COMP3331 Computer Networks and Applications

Applied techniques

COMP3431 Robotic Software Architecture

MTRN3500 Computing Applications in Mechatronic Systems

MTRN3020 Modelling and Control of Mechatronic Systems


MTRN4110 Robot Design

MTRN4230 Robotics

COMP2511 O-O Design & Programming


MMAN1130 Design and Manufacturing

ECON1101 Microeconomics 1

COMP3411 Artificial Intelligence

Specialisation

COMP3121 Algorithms & Programming Tech

COMP3311 Database Systems

COMP6841 Extended Security Engineering


PHYS1160 Introduction to Astronomy

COMP3231 Advanced Operating Systems

MTRN4010 Advanced Autonomous Systems


COMP3900 Computer Science Project

MMAN4951 Research Thesis A, B and C