AI & Machine Learning Services for Twelve Mile 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 Twelve Mile 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 Twelve Mile 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 Twelve Mile 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.

Are you seeking a trusted partner to help your business thrive in Twelve Mile, New South Wales, Australia? Look no further than COLETEK, the multidisciplinary Australian engineering and product development company that has been proudly serving businesses across this region for over two decades. Since our establishment in 2001, we have built a reputation as a go-to partner for organizations looking to unlock their potential through cutting-edge engineering solutions. Based in Twelve Mile, New South Wales, Australia, we are uniquely positioned to understand the complexities and challenges facing local businesses and industries. Our team of experts has extensive experience working with clients from diverse sectors, including manufacturing, healthcare, energy, and more. This broad scope enables us to bring a rich understanding of industry-specific needs and nuances to every project. At COLETEK, we pride ourselves on our collaborative approach and ability to effectively engage with our clients' teams. We believe that true innovation is fostered when all stakeholders are aligned and committed to achieving a common goal. Throughout the product development process, we work closely with your team to ensure that our solutions meet your specific needs, exceed your expectations, and align with your long-term vision. By leveraging our expertise in engineering and product development, we empower businesses throughout Twelve Mile, New South Wales, Australia to achieve their goals, overcome challenges, and stay ahead of the competition. From concept design to production-ready prototypes, our comprehensive suite of capabilities enables us to tackle even the most complex projects with confidence. At COLETEK, we recognize that every business is unique, with its own distinct set of requirements and constraints. That's why we're committed to providing tailored solutions that cater to your specific needs and goals. Our team is dedicated to delivering exceptional results through a combination of innovation, creativity, and technical expertise. As your trusted partner in Twelve Mile, New South Wales, Australia, we invite you to join forces with us. Let our collective passion for engineering and product development drive the success of your organization. Together, let's build something truly remarkable and take your business to new heights.