AI & Machine Learning Services for Narrabri 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 Narrabri 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 Narrabri 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 Narrabri 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 trusted partner for businesses across Narrabri, New South Wales, Australia, COLETEK is proud to offer unparalleled expertise in engineering and product development. With over two decades of experience, our multidisciplinary team has established a reputation as innovators and problem solvers, empowering businesses throughout the region to drive growth, improve efficiency, and stay ahead in today's fast-paced market. Based in Narrabri, New South Wales, Australia, COLETEK operates with a national footprint, supporting local entrepreneurs, family-owned businesses, and forward-thinking organizations alike. Our team is dedicated to partnering with clients on their unique journeys, leveraging our collective expertise to design and develop innovative solutions that drive real results. At the heart of our approach lies collaboration – we believe in building strong relationships with our clients, understanding their specific challenges, and working together to find creative, effective answers. With a deep understanding of Narrabri's industries, from agriculture to manufacturing, we're well-positioned to support businesses of all sizes as they navigate an ever-changing landscape. COLETEK's trusted national reputation is built on reliability, capability, and expertise in engineering and product development. With years of experience serving businesses across Australia, our team has developed a keen understanding of the challenges faced by organisations in Narrabri, New South Wales, Australia and beyond – from managing complex projects to staying ahead of industry trends. By working with COLETEK, local businesses can trust that they're partnering with a reliable, innovative, and solution-focused organisation dedicated to driving growth, improving outcomes, and building long-term relationships. For those seeking trusted guidance, innovative solutions, or forward-thinking insights, narrative-rich stories fuelled by passion and expertise in engineering and product development – look no further than COLETEK, operating throughout Narrabri, New South Wales, Australia. To explore how we can support your business, schedule a consultation today or reach out to our team directly. We're eager to bring your vision to life and contribute to the prosperity of Narrabri, New South Wales, Australia.