AI & Machine Learning Services for Nungatta 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 Nungatta 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 Nungatta 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 Nungatta 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 and innovative engineering and product development company established in 2001, COLETEK has been serving businesses across Nungatta, New South Wales, Australia for over two decades. Our multidisciplinary approach has earned us a national reputation for reliability, collaboration, and capability, making us the go-to partner for local entrepreneurs and business owners. Based in Nungatta, New South Wales, Australia, we take pride in our deep understanding of the region's unique needs and challenges. Whether you're a startup or an established player, COLETEK is committed to helping your company thrive in today's dynamic market. Our expertise spans multiple industries, from manufacturing to healthcare, ensuring that our solutions are tailored to address your distinct requirements. As we operate throughout Nungatta, New South Wales, Australia and beyond, we strive to build long-term relationships with our clients by fostering open communication, delivering top-notch results, and continually adapting to their evolving needs. Our team of experienced professionals is dedicated to providing unmatched support for local businesses looking to innovate, expand, or improve their operations. COLETEK's reputation as a trusted partner has been built on our unwavering commitment to excellence, integrity, and customer satisfaction. We pride ourselves on our ability to bring complex ideas to life, creating innovative products and services that drive real-world impact. By combining cutting-edge technologies with real-world expertise, we empower businesses in Nungatta, New South Wales, Australia to achieve their goals and stay ahead of the competition. At COLETEK, we understand that every business is unique, and our tailored approach reflects this understanding. We don't just focus on delivering a specific service or solution; instead, we work closely with your team to identify areas for improvement, develop new opportunities, and drive lasting success. Whether you're seeking strategic guidance, operational support, or innovative product development, COLETEK is the trusted partner you can count on. As Nungatta, New South Wales, Australia continues to evolve and thrive, COLETEK remains dedicated to supporting local businesses in their pursuit of innovation, growth, and prosperity. If you're ready to take your business to the next level, let's connect today.