AI & Machine Learning Services for Nerriga 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 Nerriga 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 Nerriga 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 Nerriga 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 you navigate the complexities of operations in Nerriga, New South Wales, Australia, it's essential to have a reliable partner by your side. One that not only understands the local landscape but also possesses the expertise and capabilities to drive innovative solutions for businesses just like yours. This is where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a national reputation built on trust, reliability, and collaboration. Serving businesses across Nerriga, New South Wales, Australia, our team of experienced professionals works tirelessly to provide tailored support that addresses the unique needs of your organization. With years of experience in delivering innovative solutions, we've developed an expertise that spans multiple disciplines – from engineering design and development to product testing and manufacturing. As a business operating throughout Nerriga, New South Wales, Australia, you deserve a partner that not only has local knowledge but also the breadth of capabilities to tackle any challenge. That's why COLETEK is perfect for businesses like yours; we understand the intricacies of the region and possess the skills to drive success. What sets us apart from others? Our commitment to building strong relationships with our clients, coupled with our innovative approach to problem-solving, ensures that you receive bespoke solutions that cater specifically to your needs. When you partner with COLETEK, you can rest assured that you're getting a team of experts who are dedicated to helping you achieve your goals. We're proud to say that we've gained a reputation for being a trusted and reliable partner for businesses in Nerriga, New South Wales, Australia, and across the nation. Our innovative solutions have helped numerous organizations thrive, and we're excited about the prospect of doing the same for yours. So why wait? Reach out to COLETEK today and discover how our multidisciplinary expertise can help your business flourish in Nerriga, New South Wales, Australia. Let's build something remarkable together.