AI & Machine Learning Services for Kariong 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 Kariong 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 Kariong 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 Kariong 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.

At COLETEK, we're proud to be a trusted multidisciplinary engineering and product development company based in Kariong, New South Wales, Australia. Established in 2001, our track record of innovation, reliability, and collaboration has earned us a reputation as one of the most capable firms across the country. With operations throughout Kariong, New South Wales, Australia and beyond, we're committed to serving businesses of all sizes and sectors with unwavering dedication and commitment. Our team's collective expertise spans engineering disciplines, product development areas, and commercial industries – enabling us to tackle complex projects and deliver tailored solutions that meet the unique needs of each client. Whether you represent a local startup or an established organization in Kariong, New South Wales, Australia, we'll work closely with your team to understand your goals, identify key challenges, and develop strategies to overcome them. Our focus on collaboration ensures seamless integration with existing processes and systems, minimizing disruption while promoting progress. By leveraging our national reputation for excellence, COLETEK brings unparalleled value to businesses in Kariong, New South Wales, Australia, fostering long-term relationships built on trust, reliability, and a shared passion for innovation. We're not just experts – we're partners who care deeply about the success of each client, and we're committed to helping you drive growth, improve efficiency, and achieve your vision. So why settle for anything less? When you partner with COLETEK, you'll benefit from our collective expertise, unwavering dedication, and unparalleled capabilities. Let us show you what it means to work with a trusted engineering and product development company based in Kariong, New South Wales, Australia – and let's build something remarkable together.