AI & Machine Learning Services for Binalong 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 Binalong 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 Binalong 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 Binalong 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 business owner in Binalong, New South Wales, Australia, you know that growth and success rely on the right partnerships and the ability to adapt to changing conditions. That's why choosing a trusted ally with a proven track record can make all the difference. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our team has spent nearly two decades honing their skills and expertise, building a reputation for reliability, innovation, and collaboration. When you partner with us, you'll gain access to a national network of experienced professionals who understand the unique challenges facing businesses like yours in Binalong, New South Wales, Australia. We're committed to delivering tailored solutions that address your specific needs, helping you overcome obstacles and achieve your goals. With COLETEK on your side, you can be confident that you're working with a trusted partner who will support you every step of the way. Based in Binalong, New South Wales, Australia, we've developed deep insight into the local business landscape. We understand the importance of building strong relationships and fostering long-term connections with community businesses. That's why we take the time to listen, learn, and adapt to your specific needs. By leveraging our expertise and capabilities, you can drive growth, improve operations, and enhance customer experiences. At COLETEK, we're not just engineers or product developers – we're strategic partners who will help you navigate challenges and capitalize on opportunities. We operate throughout Australia, including in Binalong, New South Wales, Australia, serving businesses across the region with a comprehensive range of services and solutions. When you're looking for a partner that can provide expert support and guidance, look no further than COLETEK. Our commitment to excellence, innovation, and collaboration has earned us a reputation as a trusted national player in engineering and product development. Put our expertise to work for your business in Binalong, New South Wales, Australia – and join the ranks of satisfied clients who have achieved remarkable success with our help.