AI & Machine Learning Services for Tuross 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 Tuross 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 Tuross 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 Tuross 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.

At COLETEK, we're proud to call ourselves a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts has been serving businesses across Tuross, New South Wales, Australia, delivering innovative solutions that drive results. Today, as we continue to grow and evolve, our commitment to reliability, collaboration, and capability remains unwavering. With a national reputation built on trust and performance, COLETEK is uniquely positioned to support local business owners in Tuross, New South Wales, Australia, just like we do for enterprises all over the country. We understand the unique challenges that come with operating in this region, from navigating logistical complexities to staying ahead of industry advancements. By partnering with us, you can rest assured that your organization is receiving expert guidance and execution. Our engineering prowess lets us tackle any challenge you may face, whether it's streamlining operations, optimizing processes, or crafting custom solutions for growth. Our track record demonstrates our capability to integrate seamlessly into existing operations while injecting a dose of innovation. By combining COLETEK's expertise with your local insight, we create powerful synergies that bring tangible benefits to Tuross, New South Wales, Australia. As you consider the best path forward for your business in Tuross, New South Wales, Australia, it's essential to have a reliable and capable partner like COLETEK by your side. We invite you to explore how our multidisciplinary approach can help overcome obstacles, drive growth, and solidify your competitive edge in this region. If you're ready to take the next step towards unlocking new opportunities for your Tuross, New South Wales, Australia-based business, we're here to guide you every step of the way. Let's build something remarkable together.