Anomaly Detection Conversion to Reinforcement Learning to Evaluate the Benefits of Using RL to Mitigate Model Drift
Location:
Remote
In the dynamic landscape of telco networks, traditional anomaly detection models face challenges due to model drift—where the model’s performance degrades over time as network conditions and customer behaviour evolve.
Development Sample Extraction and Real Time PCR Assays For a Molecular Diagnostic Company
Location:
Sydney, NSW
This project aims to optimise and automate a novel nucleic acid extraction process as well as assist in the development of PCR based molecular diagnostic assays. Interns will work closely with an experienced team of diagnostic scientists, gain experiencing in the exciting industry of molecular diagnostics.
Unlock the power of large language models to revolutionise information fusion at Lockheed Martin Australia. Join their cutting-edge research team and drive innovation in AI-guided data correlation, leveraging your expertise to develop groundbreaking solutions with national and global impact.
Agentic AI for Wearable-Based Cognitive Monitoring and Secure Indoor Tracking with Samsung SDK and Firebase Integration
Location:
Melbourne, VIC, Hobart, TAS or Remote
Join Fortifyedge.ai to develop cutting-edge agentic AI tools for real-time cognitive monitoring, secure indoor tracking, and mixed-reality training using Samsung wearables and Firebase. This project combines on-device TinyML, multimodal sensor fusion, and next-gen Google AI to enhance frontline operator performance and safety.
Australia’s manufacturing sector is under increasing pressure to meet strict quality and compliance standards—yet many small-to-medium enterprises (SMEs) lack the resources to do so efficiently. Open Welding is addressing this challenge by developing a novel, non-destructive acoustic quality control system for welding. This PhD project will play a key role in advancing this technology, helping to revolutionize how welding compliance is monitored and managed.
Enhancing a Portable Blood Coagulation Device for Use in Rugged Environments
Location:
Melbourne, VIC
This project focuses on improving the device’s design for portable use in remote and challenging environments—enabling faster, life-saving diagnostics for patients with limited access to medical facilities.
Evaluation of Swinburne University Postgraduate Research Communication Training Events
Location:
Melbourne, VIC
The research goal is to gather and evaluate data from upcoming training events at Swinburne, aiming to enhance the relevance and quality of training. By doing so, the project seeks to improve student engagement and participation in research communication activities.
Advancing the Next-Generation Smart Inhaler to Safeguard the Most Vulnerable Populations
Location:
Melbourne, VIC
Contribute to the development of Misti’s cutting-edge rapid lung delivery system—engineered to swiftly transport life-saving biomolecules to the lungs in response to critical respiratory threats, including infectious diseases. This project involves validating advanced aerosolisation designs and establishing optimal delivery parameters, driving innovation in next-generation respiratory therapeutics.
Determining the Efficacy and Mechanisms of Antimicrobial Blue Light in Water Antifouling
Location:
Melbourne, VIC
Antimicrobial Blue Light (aBL) is proven in air to reduce microorganisms that are essential to early biofilm formation in the anti-fouling process. This project will determine the efficacy and mechanisms of aBL in water to address fouling in industries such as marine transport, medical devices, food processing, and desalination plants.
All PhD and Masters by Research students are encouraged to submit an expression of interest to join the APR.Intern database. These submissions are viewed by industry partners with the intention of creating internship projects.