Aaron Hassan Robinson

cs · research · systems
About

I'm an Engineering (Honours) graduate in Software and Networks from the University of Canberra, with research interests in underwater autonomous systems, machine learning, and network architecture. Currently looking for opportunities where I can work on hard problems at the intersection of engineering and research.

Based in Canberra, AU

Research
Evaluation of a Deep JSCC Stack for Underwater Autonomous Drone Networks
2025 · University of Canberra · Engineering Project Part B
Developed and evaluated a Deep Joint Source-Channel Coding network stack that compresses 96x96 pixel images at a 3.375:1 ratio for transmission over bandwidth-limited acoustic channels in underwater UAV networks.
pdf deep learning underwater comms
Intelligent Underwater Communication for Drone Mesh Networks in IoUT
2025 · University of Canberra
An intelligent, multimodal communication framework for underwater drone mesh networks, integrating acoustic, optical, and radio-frequency links with a genetic algorithm-based positioning system.
pdf IoUT mesh networks
Analysis of ML Techniques for Translating Educational Documents
2025 · University of Canberra
Evaluates hyperparameter optimisation in a transformer-based seq2seq model for English-to-Spanish translation, using grid search across vocab sizes, embedding dimensions, and attention heads.
pdf NLP transformers
RabbitMQ vs Message Brokers Across Secure Network Tunnels
2024 · University of Canberra
Evaluates performance and security of AMQP across RabbitMQ compared with other brokers and protocols for distributing messages across private networks separated by a demilitarized zone.
pdf networking middleware
Resume
Download CV →
Writing
Welcome
15 Mar 2026
The first post on the new site.
Contact
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