About us
We’re a vibrant community exploring how AI and data science are transforming healthcare. Whether you’re a data scientist building predictive models, a researcher advancing medical innovation, a healthcare professional curious about AI applications, or an entrepreneur shaping the next wave of health tech—you’ll find your tribe here.
💡 What We Explore
- Practical insights into real-world AI applications in healthcare
- Expert talks & discussions on emerging trends, ethics, and innovation
- Case studies & demos showcasing data-driven impact across Australia’s health landscape
- Deep dives into ethical AI, precision medicine, and the latest regulatory developments
👥 Who Should Join
If you’re a data scientist, ML engineer, health data analyst, researcher, or health-tech innovator — this is your space to learn, connect, and share ideas.
Healthcare professionals interested in data innovation are also welcome.
All experience levels welcome. Bring your questions, insights, and ideas — let’s build the future of healthcare together.
🚀 Our Mission
To build a dynamic Sydney community that bridges health expertise and AI innovation, fostering collaboration and thought leadership to shape a smarter, more data-driven future for healthcare.
Let’s explore, learn, and innovate — together.
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💙 Community Support
We welcome community and industry support — if your organization would like to host a meetup, provide a venue, or sponsor light refreshments, we’d love to collaborate.
Your support helps us keep the conversation (and the networking!) going strong.
Featured event
Beyond the Hype: Building Trustworthy AI for Healthcare
About This Event
Artificial intelligence is rapidly transforming healthcare — from clinical decision support and medical language models to patient-facing digital companions.
This meetup brings together two experts working at the frontier of AI, language technology, and healthcare applications. Through perspectives spanning clinical natural language processing and speech-first healthcare interfaces, we will explore how AI systems are being applied in real-world health contexts and the challenges of building systems that are both useful and trustworthy.
Whether you're a data scientist, AI researcher, clinician, engineer, healthcare innovator, or student, this session will offer valuable insights into where healthcare AI is heading.
Speakers & Topics
Talk 1: Deep Understanding vs Deep Learning — What's Missing in Healthcare NLP?
Dr Jon Patrick — PhD, MSc, BSc, Dip Behave. Psych, Dip LSurv, FADIH, FACS | CEO, HLA Global LLC
Dr. Jon Patrick brings decades of experience in computational linguistics and clinical NLP. As the CEO of HLA Global LLC, he is a recognized expert in healthcare language processing and a Fellow of both the Australasian Institute of Digital Health and the Australian Computer Society.
The dominance of neural networks and large language models has reshaped natural language processing — but has the field's rush toward deep learning come at the expense of deeper language understanding?
This talk explores what computational linguistics brings to the table that purely statistical approaches often struggle to capture, particularly in high-stakes healthcare applications. Using illustrative examples of LLM-generated health content that can mislead by both omission and commission, Dr Jon argues that linguistically grounded approaches remain essential. In healthcare, where misunderstandings can have real consequences, deeper models of meaning aren't just an academic concern — they're a clinical safety imperative.
Talk 2: The Speech-First User Interface as an Enabler for Smart Automation and Patient Engagement
Dr Allen Nugent — BSc (Physics), PhD (Biomedical Engineering) | Founder & CEO, Virtual Nurse Pty Ltd
Dr Allen Nugent is a senior data scientist and health tech entrepreneur whose career has spanned artificial heart valves, supply chain optimisation, and big data healthcare informatics. For the past six years, he has been building the Virtual Nurse Companion — a speech-first digital companion for seniors that provides continuous in-home monitoring, medication management, and connection to family and community.
This talk introduces the concept of the speech-first user interface as an enabler for smart automation and patient engagement. Dr Nugent will explore areas where a virtual nursing solution can address real problems in health, aged care, and disability care — drawing on his own experience building and deploying the Virtual Nurse platform. As voice-driven AI becomes more capable, what does it take to design products that seniors will actually use, and that clinicians can trust?
Special Industry Update:
Data analytics & AI recruitment market insights from Heli Williamson, Managing Director, Krauss Partners
Who Should Attend?
This meetup is open to anyone with an interest in the intersection of AI, data science, and healthcare — including data analysts, data scientists, machine learning engineers, clinicians, health informaticians, researchers, product managers, and students.
We are grateful to Krauss Partners, Helpful Engines and UTS Startups for supporting this event and helping us create a space for the Sydney healthcare AI community to connect and share ideas.
Upcoming events
1
Beyond the Hype: Building Trustworthy AI for Healthcare
UTS Startups, 3, Broadway,Ultimo NSW 2007, Sydney, AUAbout This Event
Artificial intelligence is rapidly transforming healthcare — from clinical decision support and medical language models to patient-facing digital companions.
This meetup brings together two experts working at the frontier of AI, language technology, and healthcare applications. Through perspectives spanning clinical natural language processing and speech-first healthcare interfaces, we will explore how AI systems are being applied in real-world health contexts and the challenges of building systems that are both useful and trustworthy.
Whether you're a data scientist, AI researcher, clinician, engineer, healthcare innovator, or student, this session will offer valuable insights into where healthcare AI is heading.
Speakers & Topics
Talk 1: Deep Understanding vs Deep Learning — What's Missing in Healthcare NLP?
Dr Jon Patrick — PhD, MSc, BSc, Dip Behave. Psych, Dip LSurv, FADIH, FACS | CEO, HLA Global LLCDr. Jon Patrick brings decades of experience in computational linguistics and clinical NLP. As the CEO of HLA Global LLC, he is a recognized expert in healthcare language processing and a Fellow of both the Australasian Institute of Digital Health and the Australian Computer Society.
The dominance of neural networks and large language models has reshaped natural language processing — but has the field's rush toward deep learning come at the expense of deeper language understanding?
This talk explores what computational linguistics brings to the table that purely statistical approaches often struggle to capture, particularly in high-stakes healthcare applications. Using illustrative examples of LLM-generated health content that can mislead by both omission and commission, Dr Jon argues that linguistically grounded approaches remain essential. In healthcare, where misunderstandings can have real consequences, deeper models of meaning aren't just an academic concern — they're a clinical safety imperative.Talk 2: The Speech-First User Interface as an Enabler for Smart Automation and Patient Engagement
Dr Allen Nugent — BSc (Physics), PhD (Biomedical Engineering) | Founder & CEO, Virtual Nurse Pty LtdDr Allen Nugent is a senior data scientist and health tech entrepreneur whose career has spanned artificial heart valves, supply chain optimisation, and big data healthcare informatics. For the past six years, he has been building the Virtual Nurse Companion — a speech-first digital companion for seniors that provides continuous in-home monitoring, medication management, and connection to family and community.
This talk introduces the concept of the speech-first user interface as an enabler for smart automation and patient engagement. Dr Nugent will explore areas where a virtual nursing solution can address real problems in health, aged care, and disability care — drawing on his own experience building and deploying the Virtual Nurse platform. As voice-driven AI becomes more capable, what does it take to design products that seniors will actually use, and that clinicians can trust?
Special Industry Update:
Data analytics & AI recruitment market insights from Heli Williamson, Managing Director, Krauss Partners
Who Should Attend?
This meetup is open to anyone with an interest in the intersection of AI, data science, and healthcare — including data analysts, data scientists, machine learning engineers, clinicians, health informaticians, researchers, product managers, and students.
We are grateful to Krauss Partners, Helpful Engines and UTS Startups for supporting this event and helping us create a space for the Sydney healthcare AI community to connect and share ideas.
81 attendees
Past events
5
