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RabbitHawk

About

Academic rigor, practical delivery

RabbitHawk’s team are recognized leaders in forecasting, optimization and autonomous decision systems, combining decades of research with hands-on delivery.

The team

World-class expertise, real-world delivery

RabbitHawk combines academic rigor with practical delivery. Our scientific leaders and delivery team are recognized experts in forecasting, optimization and autonomous decision systems.

Meet the experts

Scientific leadership with decades of experience from world-leading research institutions and global technology companies.

Dr Christoph Bergmeir

Dr Christoph Bergmeir

Forecasting & AI systems

A world-recognized authority on time-series forecasting and uncertainty modeling, designing architectures that make forecasting adaptive, explainable and genuinely useful, paired with a rare bias toward simplicity.

  • 13,200+ citations across forecasting & ML research
  • Clarivate Highly Cited Papers (top 1% in forecasting)
  • Maria Zambrano Senior Fellow, University of Granada
  • Australian Research Council DECRA recipient
  • Co-author of NeuralProphet, Kats & the Forecast package
Dr Peter Stuckey

Dr Peter Stuckey

Constraint programming & optimization

A world-leading researcher in constraint programming and discrete optimization, and a professor at Monash University.

  • 23,000+ citations, h-index 71
  • Fellow of the AAAI (2019)
  • ACM Distinguished Scientist
  • Google Australia Eureka Prize for Innovation in Computer Science
Dr Wray Buntine

Dr Wray Buntine

Machine learning & generative AI

Australia’s foremost scholar for the statistical analysis of text and predictive modeling, with a global reputation built over decades of machine-learning and generative-AI research.

  • Top 0.75% most-cited AI researchers globally
  • 13,000+ citations and 200+ publications
  • AI Best Paper Award, ECAI
  • General Chair, Asian Conference on Machine Learning 2024
  • Co-editor, ACM Transactions on Probabilistic ML
Dr Abishek Sriramulu

Dr Abishek Sriramulu

Graph AI & adaptive modeling

A machine-learning scientist whose work in multimodal and graph AI lets RabbitHawk reason across structured, unstructured and contextual data, connecting numbers to meaning.

  • Pioneer of Adaptive Dependency Learning GNNs
  • PhD in Machine Learning, Monash University
  • Former co-founder & CTO, Tymestack (graph-AI pricing engine)
  • ARC and Meta research-grant recipient
Dr Frits de Nijs

Dr Frits de Nijs

Optimization & agentic learning

A leading expert in multi-agent systems, reinforcement learning and sequential decision-making, uniting forecasting and optimization into self-learning decision loops.

  • Research Fellow, Monash University
  • Australian Research Council DECRA grant recipient
  • PhD, TU Delft (multi-agent decision making)
  • 3rd globally, NeurIPS 2021 ML4CO challenge
Paul Shale

Paul Shale

Alignment strategy & product design

Designs RabbitHawk’s goal-setting and alignment models, turning advanced analytics into tools that are easy to use, with decades leading multi-disciplinary teams across retail and beyond.

  • B.Com / LLB (Hons), University of Auckland
  • Disruptive Innovation Program, Harvard Business School
  • Former CEO, FCB NZ & Roadtrippers AU; former CCO, Nextspace
  • Led teams of 250+ across the USA, Australia & New Zealand

Explore the underlying work in our research database.

Security

Security as infrastructure

RabbitHawk extends your existing systems rather than replacing them, and treats security as infrastructure rather than an afterthought. Each deployment is cloud-agnostic and built to client requirements.

Dedicated & cloud-agnostic

Deployed as a dedicated, per-customer environment in the cloud you prefer. No data-migration project required: RabbitHawk ingests exports and writes optimized results back to your ERP.

Access controls

Role-based access with SSO, MFA for administrators and authenticated, audited administration. Configuration changes are attributable and reversible.

Auditability

Every forecast adjustment records what changed, why, the supporting evidence and a confidence level, giving a full audit trail for every decision.

Data handling

Encryption in transit and at rest, least-privilege access, and clear data-retention practices. We process only what’s needed to deliver forecasts and recommendations.

Reach goals that border on the impossible

Connect with our team to discover how RabbitHawk can transform your planning and drive measurable outcomes.

Talk to our team