AI & Machine Learning Services for 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 forDorrigo 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 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 forDorrigo 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.

Strengthening Local Businesses in Dorrigo, Mid North Coast, New South Wales, Australia

In the heart of the beautiful NSW countryside, lies the charming town of Dorrigo, situated on the Mid North Coast. This picturesque town, surrounded by lush forests and rolling hills, is home to a thriving community of local businesses, each with their own unique story to tell. At COLETEK, we're passionate about supporting these innovators, entrepreneurs, and leaders, empowering them to achieve their goals and contribute to the region's growth. As an Australian company with a proud national reach, COLETEK has earned a reputation for being a trusted ally in the business world. Our experience spans numerous industries, from agriculture to tourism, with a deep understanding of the challenges and opportunities faced by local businesses like yours. With this knowledge, we've developed tailored solutions that cater specifically to the needs of Dorrigo and its surrounding areas. What sets us apart is our unwavering commitment to community and innovation. We believe in fostering strong relationships built on trust, transparency, and a deep understanding of the local market. Our team's extensive research and industry expertise enables us to provide businesses with actionable insights, expert guidance, and strategic support. By working together, we can unlock new opportunities, drive growth, and build sustainable futures. At COLETEK, our presence in Dorrigo is more than just a physical location – it's a symbol of our dedication to supporting the local economy. Our team regularly engages with business owners, entrepreneurs, and community leaders, listening to their concerns, sharing knowledge, and providing valuable support. By investing time and resources into building partnerships and fostering connections, we've become an integral part of the Dorrigo business landscape. As you navigate the complexities of operating a successful business in Dorrigo and its surrounding areas, consider COLETEK as your trusted partner. We're here to provide guidance, expertise, and support every step of the way, helping you build a strong foundation for long-term success. Contact Us