AI & Machine Learning Services for Murulla 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 forMurulla 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 Murulla 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 forMurulla 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.

A World of Expertise at Your Doorstep: COLETEK in Murulla, Upper Hunter Valley, New South Wales, Australia

In the heart of the scenic Upper Hunter Valley, where rolling hills meet modern industry, COLETEK proudly serves as a trusted partner for local businesses and communities. Nestled in the charming town of Murulla, we bring our wealth of experience and national reach to empower entrepreneurs like you.

With a deep understanding of the regional business landscape, we've honed our skills over decades, helping countless organizations thrive. As an Australian company headquartered here at home, we're uniquely positioned to foster long-lasting relationships with clients and cultivate innovative solutions tailored to their specific needs.

At COLETEK, we believe that trust is built on mutual understanding, transparency, and a commitment to your success. By partnering with us, you can count on expert guidance, agile support structures, and a proactive approach to overcoming challenges. Our local presence means we're always just around the corner, ready to roll up our sleeves and tackle any obstacle.

This is the Upper Hunter Valley, where rich farmland gives way to innovative industries, and where community spirit thrives. We're honored to play a part in the story of Murulla, as a company that truly understands what drives growth and prosperity in this extraordinary region. Whether you're an entrepreneur, grower, or innovator, we'll be there every step of the way.

So why settle for anything less when you can partner with a local expert who's dedicated to your success? Contact us today to discover how COLETEK can help your business flourish in this exceptional corner of Australia. Contact Us