AI & Machine Learning Services for Home Rule 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 Home Rule 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 Home Rule 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 Home Rule 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.

At COLETEK, we're proud to serve businesses across Home Rule, New South Wales, Australia and beyond. As a multidisciplinary Australian engineering and product development company established in 2001, our reputation for reliability and innovation has earned us the trust of organizations nationwide. When you partner with COLETEK, you can rely on our expertise in designing solutions that meet your unique needs. Our experienced engineers and product developers bring a deep understanding of local issues and market trends to every project we undertake. Whether you're based in Home Rule, New South Wales, Australia or operating throughout the region, you can count on us to collaborate with you towards achieving your goals. Our approach is built upon three fundamentals: reliability, collaboration, and capability. We recognize that no two businesses are alike, which is why our solutions are tailored to address the specific challenges faced by companies in Home Rule, New South Wales, Australia. By listening carefully, asking insightful questions, and applying our collective expertise, we create customized product development and engineering solutions that drive results. As a locally-based company with national reach, we're well-positioned to understand the nuances of your business and the market it operates within. Our team is dedicated to delivering exceptional outcomes that meet the unique needs of companies in Home Rule, New South Wales, Australia. Whether you're seeking to improve processes, enhance products, or expand into new markets, we're here to help. So why choose COLETEK? For starters, our commitment to innovation, reliability, and collaboration has earned us a trusted reputation across Australia. But what really sets us apart is our people – passionate, talented engineers and product developers who are driven by a desire to make a positive impact on your business. When you partner with us, you can expect transparency, flexibility, and dedication to delivering exceptional results. Now it's up to you: let's build something remarkable together in Home Rule, New South Wales, Australia. With COLETEK on your side, the possibilities are endless.