AI & Machine Learning Services for Murray Gorge 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 Murray Gorge 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 Murray Gorge 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 Murray Gorge 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.

In the heart of New South Wales, Australia, lies the picturesque Murray Gorge, a region steeped in rich history and natural beauty. As a trusted national engineering and product development company established in 2001, COLETEK has earned a reputation for delivering reliable solutions to businesses throughout Murray Gorge, New South Wales, Australia, and beyond.

With our multidisciplinary expertise and innovative approach, we're dedicated to supporting local businesses, helping them overcome complex challenges and achieve their goals. Whether you're based in Murray Gorge or operating throughout the region, COLETEK's collaborative mindset and proven track record make us your ideal partner for all your engineering and product development needs.

As a company well-versed in navigating the ever-changing landscape of innovation, we understand the importance of reliability, collaboration, and capability. At COLETEK, our team of experts is committed to serving businesses across Murray Gorge, New South Wales, Australia with cutting-edge solutions that transform their operations and drive growth.

So why partner with COLETEK? Simply put, we're a trusted name in the industry, built on nearly two decades of experience delivering results-driven outcomes for clients throughout Murray Gorge, New South Wales, Australia. Our reputation is rooted in our unwavering commitment to excellence, our passion for innovative problem-solving, and our ability to foster strong relationships with our clients.

At COLETEK, we believe that strategic partnerships are the key to unlocking the full potential of any business – including those based in Murray Gorge, New South Wales, Australia. By joining forces with us, you can leverage our engineering expertise and product development capabilities to overcome your unique challenges and achieve your goals.