AI & Machine Learning Services for Liddell 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 Liddell 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 Liddell 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 Liddell 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 pride ourselves on being a trusted national partner for businesses across Australia, including those in Liddell, New South Wales. Since our establishment in 2001 as a multidisciplinary Australian engineering and product development company, we've been committed to delivering reliable, collaborative solutions that drive innovation.

As a business leader in the region, you understand the importance of staying ahead of the curve. That's where COLETEK comes in – with extensive experience in engineering and product development, we're uniquely positioned to support your operations, streamline processes, and unlock new opportunities for growth in Liddell, New South Wales, Australia.

Our team is passionate about building long-term relationships with our clients, leveraging their expertise while providing expert guidance and solutions tailored to the unique needs of the Liddell community. Whether you're seeking to optimize existing operations or develop a new product or service, we've got the capabilities, expertise, and reliability to help you achieve your goals.

Headquartered in Liddell, New South Wales, Australia, COLETEK has earned a reputation for trustworthiness, innovation, and collaboration – qualities that have allowed us to establish strong networks across industries, locations, and communities. We're proud to call the Northern Rivers region home, and we're dedicated to giving back through meaningful contributions to local initiatives and partnerships.

Juggling multiple priorities can be overwhelming, but with COLETEK by your side, you'll enjoy a seamless experience that takes the pressure off while driving results. Our expertise in engineering and product development has been honed across various industries, allowing us to bring fresh perspectives and creative solutions to the table – exactly what local Liddell businesses like yours need to thrive.

So why partner with COLETEK for your product development and engineering needs? The answer is simple: we're locally rooted, nationally respected, and deeply committed to supporting growth in the region. Join our network of satisfied clients from Liddell, New South Wales, Australia – get ready to transform your operations, innovate with confidence, and look forward to a brighter future.