We build and train models tailored to your specific needs, from traditional machine learning to large language models fine-tuned for your domain.
Our research team actively explores emerging areas, translating cutting-edge techniques into production-ready solutions.
View Research AreasWe specialize in turning massive, messy datasets into actionable intelligence through predictive analytics, pattern discovery, and real-time decision systems.
Trusted by innovative businesses across Australia and beyond
AI-powered business intelligence platform for property management with natural language document search across 750GB+ data and 180,000+ email processing pipeline.
AI-powered health and fitness lifestyle app featuring AI-generated personalized workouts across gym, running, cycling, yoga and more. Includes real-time posture correction, calorie tracking, nutrition guidance, and AI-driven health tips.
Conversational AI agent for apartment management. Handles tenant communication, maintenance requests, and property operations through natural language interaction.
AI-powered container logistics management system. Predicts container arrivals, calculates ETAs, optimizes routing, and provides real-time tracking with AI-driven forecasting.
Our applied research lab bridges the gap between academic breakthroughs and production systems.
Robust time series models that move beyond black-box forecasting. Expertise in temporally adaptive representations, uncertainty-aware learning, and real-world industrial signal processing.
AI-driven control for large-scale power grids within the L2RPN research ecosystem. Structure-aware learning approaches that exploit grid topology to make RL scalable and stable.
Advanced signal processing techniques for noisy, high-frequency sensor data. Spectral analysis, filtering, feature extraction, and anomaly detection for industrial and embedded systems.
Moving beyond correlation to causation. Bayesian methods, causal discovery, counterfactual reasoning, and intervention analysis for robust decision-making under uncertainty.
Classical machine learning done right. Regression, classification, clustering, and ensemble methods with rigorous validation, interpretability, and production-grade reliability.
Quantifying marketing effectiveness across channels. Attribution modeling, budget optimization, and incrementality testing to measure true ROI and guide spend allocation.
Training and fine-tuning local language models for industry verticals. Optimized for on-premise deployment, data privacy, and domain accuracy without relying on external APIs.
Multi-step task execution with planning, tool use, and self-correction. Focus on reliability and controllability for enterprise deployment.
We're a team of researchers and engineers who believe that the most transformative AI work happens at the intersection of rigorous research and real-world deployment.
Our approach combines deep technical expertise with a pragmatic focus on delivering production-ready systems that create measurable business value.
Whether you're exploring AI capabilities, have a specific challenge, or want to discuss partnership opportunities, we'd love to hear from you.