AI & Machine Learning Services for Twelve Mile Peg 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 Peg 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 Peg 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 Peg 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 long-established multidisciplinary engineering and product development company based in Twelve Mile Peg, New South Wales, Australia, COLETEK has proudly served businesses across the region for nearly two decades. Our team is renowned for their commitment to delivering innovative, reliable solutions that meet the unique needs of local industries. Since our inception in 2001, we have consistently demonstrated a deep understanding of the changing landscape and evolving requirements within Twelve Mile Peg's diverse business community. With an unwavering dedication to collaboration and building strong relationships, COLETEK has established itself as a trusted partner for businesses seeking tailored engineering and product development expertise. As a national player in Australian engineering and product development, we have successfully supported numerous organizations throughout the country, leveraging our multidisciplinary approach to tackle complex challenges. Our team excels at bridging the gap between technology and business needs, ensuring seamless integration with existing systems and procedures. By embracing this adaptability and flexibility, businesses in Twelve Mile Peg and beyond can leverage COLETEK's capabilities to drive growth, optimize processes, and improve overall competitiveness. COLETEK's expertise encompasses a wide range of technical disciplines, allowing us to tackle complex projects that require a comprehensive understanding of engineering principles, product development methodologies, and innovative technologies. Our extensive experience in collaborating with multiple stakeholders, from concept to delivery, underscores our ability to effectively navigate diverse priorities and timeframes. Throughout Twelve Mile Peg, New South Wales, Australia, and across the nation, industries such as manufacturing, construction, healthcare, and technology have come to rely on COLETEK's unwavering commitment to delivering reliable solutions that meet their unique needs. By partnering with us, businesses can tap into our expertise in engineering, product development, and project management, empowering them to make informed decisions and stay ahead of the curve. In Twelve Mile Peg, New South Wales, Australia and beyond, COLETEK is dedicated to supporting local industries through innovative engineering and product development initiatives. If you're a business leader seeking to drive growth, improve efficiencies, or enhance your organization's overall performance, we invite you to explore our capabilities and experience firsthand the benefits of partnering with COLETEK.