AI & Machine Learning Services for Belmont 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 forBelmont 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 Belmont 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 forBelmont 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.

Your Partner in Growth: COLETEK in Belmont, East Lake Maquarie, New South Wales, Australia

As a thriving community nestled between the scenic shores of Lake Macquarie and the picturesque hills of Belmont, it's no surprise that businesses in this region are constantly evolving to meet the changing needs of their customers. In this vibrant environment, COLETEK is proud to call itself a trusted partner for local companies looking to drive growth, innovate, and thrive. With our roots firmly planted in Australian soil, we've earned a reputation as a reliable choice for businesses seeking expert guidance and support. Our team of industry professionals has been instrumental in helping numerous organizations across the country – including those in Belmont, East Lake Maquarie, New South Wales, Australia – navigate the complexities of an ever-changing market. Whether you're looking to expand your operations, streamline processes, or simply gain a competitive edge, we've got the knowledge and experience to help you achieve your goals. COLETEK's commitment to innovation is matched only by its dedication to serving the local community. We believe that by working closely with businesses in Belmont, East Lake Maquarie, New South Wales, Australia – understanding their unique challenges and opportunities – we can provide tailored solutions that drive real results. This personalized approach has earned us a reputation as a trusted advisor and valued partner within the region. As your reliable ally in growth, COLETEK is proud to be part of the fabric of Belmont's business community. We're committed to supporting local organizations through every stage of their development, from startup to maturity. Our collective aim is to build strong, resilient businesses that contribute meaningfully to the region's prosperity and well-being. In the heart of East Lake Maquarie, New South Wales, Australia – where innovation meets tradition, and entrepreneurial spirit prevails – COLETEK stands ready to help your business thrive. Whether you're looking to capitalize on new opportunities, enhance operational efficiency, or simply need expert guidance, we invite you to explore our capabilities further. So why wait? Take the first step towards charting a path for success with COLETEK as your trusted partner. In Belmont, East Lake Maquarie, New South Wales, Australia – and across the country – we're ready to empower your business to grow, innovate, and succeed. Contact Us