AI & Machine Learning Services for Bourke 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 Bourke 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 Bourke 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 Bourke 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, COLETEK has earned a reputation for delivering reliable and collaborative solutions, trusted by businesses nationwide. With our expertise honed over two decades, we've been proudly serving businesses across Bourke, New South Wales, Australia, helping them overcome challenges, drive growth, and achieve their goals. Operating throughout Western New South Wales, including the vibrant town of Bourke, we've developed a deep understanding of the local community's unique needs. Our team is committed to providing tailored support, leveraging our national expertise in engineering and product development to ensure your business remains competitive and relevant in an ever-changing marketplace. At COLETEK, we're passionate about building long-term relationships with our clients. We take the time to understand their specific challenges, goals, and operational environments. Our innovative approach ensures that every solution is engineered to deliver value, optimize performance, and minimize risks. Whether you're looking for strategic guidance on process improvements or seeking to develop a new product, our multidisciplinary team of experts will work closely with yours to create tailored solutions. As your trusted partner in engineering and product development, we'll provide the reliability, collaboration, and capability to help your business thrive. By leveraging our collective knowledge, skills, and experience, we can help you overcome complex challenges, capitalize on opportunities, and drive growth in Bourke, New South Wales, Australia. When it comes to partnering with an engineering and product development company that understands the nuances of Western New South Wales, COLETEK is your best choice. Let us put our expertise to work for your business, serving you from our base in Bourke, New South Wales, Australia. Together, let's achieve remarkable outcomes.