AI & Machine Learning Services for Illaroo Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Illaroo or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Illaroo services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Illaroo or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

For businesses operating throughout Illaroo, New South Wales, Australia and beyond, it's imperative to surround yourself with reliable, collaborative partners capable of navigating the complexities of modern industry. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has distinguished itself as a trusted force in supporting local entrepreneurs and corporate entities alike. With a proud history of delivering cutting-edge solutions nationwide, we've got unparalleled expertise to support your growth aspirations. Whether you're seeking product design, engineering, or manufacturing prowess, our comprehensive capabilities are designed to ensure seamless integration with existing operations – fostering increased efficiency, reduced costs, and enhanced competitiveness in the Illaroo market. By partnering with us, you'll access a wealth of knowledge and shared best practices honed through our long-standing experience serving businesses across Illaroo, New South Wales, Australia. When seeking engineering or product development experts based in Illaroo, New South Wales, Australia, you want to be confident that your partner can adapt to the unique challenges and opportunities presented by your specific industry. At COLETEK, we understand that no two clients are identical – which is why our collaborative approach is carefully designed to accommodate diverse operational requirements, from small to large-scale projects. By embracing open communication channels and a unified vision for success, we empower businesses operating throughout Illaroo, New South Wales, Australia and beyond to thrive amidst ever-evolving market demands. In these dynamic times, COLETEK's unwavering commitment to reliability, collaboration, and capability empowers local businesses in Illaroo, New South Wales, Australia – as well as those across the country – to stay ahead of the curve. By aligning your goals with our expertise, you'll discover a trusted partner that has earned its place at the forefront of engineering and product development excellence.