Jacob L. Cybulski, PhD

Founder, researcher and consultant at Enquanted
Also, Honorary Assoc. Prof., School of IT, Deakin
In quantum computing and quantum machine learning

• Contact:
  Email: info(at)jacobcybulski.com
  Web: jacobcybulski.com
  LinkedIn: au.linkedin.com/in/jacobcybulski
  YouTube: youtube.com/ironfrown
  GitHub: github.com/ironfrown

• Additional info:
  Selected pubs: ICCS'2024, QINP, JIT, and CHB
  Selected YouTube video: Visual Analyst 3D
  Selected YouTube training: R and RapidMiner
  Teaching approach: Experiential Learning

• Related links:
  Company: Enquanted
  Profile: School of IT, Deakin
  Profile: Google Scholar
  Profile: ResearchGate
  Project: Enquanted Art Gallery
  

• Past associations:

  • Information Systems and Business Analytics, Deakin University
  • Information Systems, The University of Melbourne
  • Computer Science and Computer Engineering, La Trobe University
  • Amdahl Australian Intelligent Tools Programme, La Trobe University
  • AI Systems, Telecom Research Labs
  • Computer Science, RMIT University

• Education:

  • B.App.Sci. (RMIT)
  • M.App.Sci. (RMIT)
  • PhD (La Trobe)

• More here:
  Teaching, Projects, Research, Publications
  Awards, Presentations, Supervision, Media

Figure. Cost landscape vs. Hilbert space (click to expand)

Find more about paradoxes of Quantum Machine Learning models in multi-dimensional Hilbert space, by viewing the pre-print of my book chapter "A Dance of the Blind Puppeteer: The Interplay Between a Classical Optimizer and the Hilbert Space.," in Oswaldo Zapata (Ed), A Portrait of Quantum Technologies in Finance, The Quantum Finance Boardroom, pp 107-121, 2026.

You can also check the PDF of slides of my presentation on the same topic (but more in-depth) titled "Paradoxes of High-Dimensional Quantum Models" at Quantum Machine Learning Conference, QAIF, Warsaw, Poland, 2026.