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.

Empowering Businesses in Murulla and Beyond - Expert IT Solutions from COLETEK

As a thriving hub for industry and commerce, Murulla in the Upper Hunter Valley, New South Wales, Australia is an ideal location for businesses to grow and flourish. And at COOLETEK, we're committed to supporting these organizations with innovative, reliable, and scalable IT solutions that meet their unique needs.

With decades of experience and a national reputation for trustworthiness, we've established strong relationships with clients across the country, including those in Murulla and throughout the Upper Hunter Valley. Our team of experts understands the challenges faced by businesses in this region, from implementing seamless networks to ensuring top-tier cybersecurity and data protection.

We take pride in our ability to listen carefully to the needs of our customers, providing tailored solutions that integrate with their existing infrastructure, operations, and goals. By leveraging the latest technologies and proven methodologies, we empower businesses in Murulla to streamline processes, enhance competitiveness, and ultimately drive growth and success.

As a local business ally, COOLETEK is dedicated to fostering strong partnerships with organizations across the Upper Hunter Valley. We're proud to serve not just as technical partners but also as trusted advisors, always available to provide guidance, support, and expertise when needed most.

Now it's our pleasure to invite you to harness the power of COOLETEK's expertise, reliability, and innovation for your business in Murulla or elsewhere. Let us help you navigate the complex world of IT and uncover new opportunities for growth and prosperity. Take the first step today! Contact Us