Tom Blau Email & Phone Number

Sydney, New South Wales, Australia

AI and computer vision for aerial images and maps in a big data environment.

Sydney, New South Wales, Australia

MLOps for prediction and decision-making in bioreactor systems. Machine learning and classical bioinformatics for high-throughput synthetic biology.

Sydney, New South Wales, Australia

Research and development in Bayesian optimal design of experiments and reinforcement learning as part of the Machine Learning and Artificial Intelligence Future Science Platform. Includes development of mathematical theory, implementation of code, execution of experiments in a high-performance computing environment.Papers:-Bayesian Curiosity for Efficient.

Sydney, New South Wales, Australia

Level A7 postdoctoral research fellow in reinforcement learning & control

Sydney, Australia

Research in Reinforcement Learning, Control, and Robot Learning. Particular interest in combining RL with planning and Bayesian methods.Thesis:Hybrid Methods for Efficient Exploration in Reinforcement Learning(https://ses.library.usyd.edu.au/handle/2123/23476)Papers:-Improving Reinforcement Learning Pre-Training with Variational Dropout (IROS.

Sydney, Australia

Worked on all parts of Smart Sparrows education technology platform, including:-Front end (html, css, javascript)-Back end (Java, Python, database management)-Deployment (cloud services)

Doctor Of Philosophy - Phd, Computer Science

Thesis: Hybrid Methods for Efficient Exploration in Reinforcement Learning (https://ses.library.usyd.edu.au/handle/2123/23476)

Bachelor'S Degree, Information Technologies (Advanced) (Honours), Computer Science, 86