AI & Machine Learning Services for North Dorrigo 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 North Dorrigo 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 North Dorrigo 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 North Dorrigo 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.

Located in the heart of New South Wales, Australia lies North Dorrigo – a thriving region where businesses can flourish with the right support. As a multidisciplinary engineering and product development company, COLETEK is proud to serve businesses across North Dorrigo, New South Wales, Australia, with over two decades of experience in delivering reliable innovation.

A trusted name nationally, our roots are firmly planted in the Australian soil, allowing us to understand local industries and develop solutions tailored to North Dorrigo's unique needs. Since 2001, we've collaborated with businesses from various sectors, empowering them to drive growth and innovation. Based in North Dorrigo, New South Wales, Australia, our commitment to collaboration and technical expertise enables us to operate throughout the region.

At COLETEK, we believe that effective product development is not just about creating a novel solution; it's about understanding the needs of businesses like yours. Our team takes pride in developing solutions that are not only cutting-edge but also flexible, scalable, and reliable – ensuring your operations continue without hitch. Whether you're an existing business or just starting out, building long-term relationships with our experts is key to driving success.

We understand the complexities of operating a business in North Dorrigo, New South Wales, Australia, where factors like climate, geography, and market conditions can be challenging. That's why we take the time to listen, learn from your experiences, and develop solutions that address specific pain points. Our focus is on enabling you to grow, thrive, and adapt to an ever-changing environment.

In today's fast-paced world, speed, reliability, and trust are essential for business growth. At COLETEK, we strive to become a trusted partner for businesses in North Dorrigo, New South Wales, Australia, offering top-notch solutions that keep your operations running smoothly. Our goal is to help you build something remarkable – together.