AI & Machine Learning Services for Fosterton 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 Fosterton 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 Fosterton 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 Fosterton 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 multidisciplinary Australian engineering and product development company established in 2001, we have built a reputation for delivering tailored solutions that meet the unique needs of businesses in Fosterton, New South Wales, Australia and beyond. Our team's collective experience spans multiple industries, from manufacturing to services, and encompasses the very latest technologies and innovations. Based in Fosterton, New South Wales, Australia, we are well-positioned to support local businesses as they navigate an ever-changing landscape. Whether your organization is looking to improve operational efficiency, drive innovation, or simply stay competitive in today's fast-paced market, our expertise can help you achieve your goals. By drawing on our comprehensive understanding of Fosterton, New South Wales, Australia's specific challenges and opportunities, we deliver bespoke solutions that prioritize local needs. COLETEK's national reputation for reliability, collaboration, and capability has been earned through a commitment to exceptional customer service and an unrelenting pursuit of excellence in all aspects of our work. Our clients trust us to provide expert guidance and reliable support as they develop and refine their products and processes. By working closely with your team, we can help you overcome even the most complex technical challenges and drive meaningful growth. We understand that Fosterton, New South Wales, Australia is a dynamic region with its own unique character and opportunities. That's why our approach is deeply rooted in an appreciation for local culture, market trends, and business aspirations. By taking a thoughtful and consultative approach to engineering and product development, we empower businesses across Fosterton, New South Wales, Australia to achieve their full potential. From concept design to implementation and beyond, COLETEK's multidisciplinary team is dedicated to delivering high-quality results that meet the highest standards of excellence. As you navigate the challenges and opportunities presented by today's rapidly evolving business landscape in Fosterton, New South Wales, Australia, we invite you to explore how our expertise can support your organization.