AI & Machine Learning Services for Gurranang 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 Gurranang 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 Gurranang 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 Gurranang 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.

When it comes to making a positive impact on the community, Gurranang, New South Wales, Australia is at the forefront of our minds here at COLETEK. As a multidisciplinary Australian engineering and product development company established in 2001, we've spent years honing our expertise and continually innovating to drive meaningful change.

Based in Gurranang, New South Wales, Australia, we're uniquely positioned to support local businesses across the region, from family-owned operations to larger enterprises. Our dedicated team understands the nuances of this vibrant community and is committed to delivering exceptional results that meet – and often exceed – the highest expectations.

At COLETEK, we don't just provide solutions; we build partnerships. By leveraging our collective expertise in engineering and product development, we collaborate seamlessly with local businesses to craft tailored strategies that tackle pressing challenges head-on. Whether it's driving growth, improving sustainability, or simply streamlining operations, we're passionate about empowering Gurranang's business owners to achieve their goals.

Ours is a reputation built on reliability, capability, and proven results. Operating throughout Australia – including Gurranang, New South Wales, Australia – we've established a trusted partnership with countless clients who value our unwavering commitment to delivering exceptional outcomes.

In Gurranang, New South Wales, Australia, we're more than just an engineering and product development company – we're your collaborative partners in success. As you contemplate your next move or aim to take your business to the next level, consider partnering with us to unlock new possibilities. Let's work together to propel your vision forward.