AI & Machine Learning Services for Hamilton South 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 Hamilton South 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 Hamilton South 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 Hamilton South 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.

As a leader in the engineering and product development industry, COLETEK has been serving businesses across Hamilton South, New South Wales, Australia and throughout Australia since 2001. Our multidisciplinary team of experts is dedicated to delivering innovative solutions that meet the unique needs of local businesses, just like yours. At COLETEK, we pride ourselves on our trusted national reputation for reliability, collaboration, and capability. With a strong understanding of the industrial landscape in Hamilton South, New South Wales, Australia, we're committed to helping you overcome any engineering or product development challenges your business may face. Throughout our extensive experience working with clients across various industries, we've honed our expertise in developing tailored solutions that address real-world problems. This focus on practical, effective innovation has allowed us to establish ourselves as a trusted partner for businesses seeking reliable and efficient engineering services. By leveraging the latest technologies and a deep understanding of our clients' needs, we've earned a reputation for delivering exceptional results that exceed expectations. At COLETEK, we believe in taking the time to understand your business goals and objectives before developing a customized solution tailored to your unique requirements. This collaborative approach has enabled us to build lasting relationships with businesses throughout Hamilton South, New South Wales, Australia, as well as nationwide. If you're seeking an engineering or product development partner that can help you overcome any hurdles and drive growth in your business, we invite you to explore the COLETEK difference. By tapping into our expertise and capabilities, you'll be empowered to tackle even the most complex challenges with confidence and clarity. So why settle for anything less when you can have the best? Let us help you uncover new opportunities, streamline processes, and drive innovation in your business. Based in Hamilton South, New South Wales, Australia, we're well-equipped to support your organization's growth and success.