AI & Machine Learning Services for Liston 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 Liston 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 Liston 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 Liston 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've spent over two decades building trust and delivering exceptional results for businesses across Liston, New South Wales, Australia. As a multidisciplinary Australian engineering and product development company established in 2001, our team of experts offers unparalleled reliability, collaboration, and capability. Based in Liston, New South Wales, Australia, we're well-positioned to support local businesses, from start-ups to established players, across various industries. Our extensive experience has equipped us to handle complex projects and tailor our solutions to meet specific needs. Whether you're a manufacturer looking for innovative product development or an organization seeking expert engineering services, we've got you covered. We take pride in our national reputation as a trusted engineering partner, backed by hundreds of projects completed successfully throughout Australia. Our dedication to delivering high-quality outcomes has earned us the respect of clients and partners alike. When operating in Liston, New South Wales, Australia, our local knowledge and understanding of regional nuances enable us to provide bespoke support that addresses specific challenges. At COLETEK, we relish the opportunity to forge lasting partnerships with businesses in Liston, New South Wales, Australia. Our expert team is ready to collaborate on projects that drive growth, innovation, and success for your organization. By partnering with us, you'll gain access to a wealth of knowledge, expertise, and resources tailored to meet the unique needs of Liston, New South Wales, Australia. We're proud to operate throughout Liston, New South Wales, Australia, serving businesses across this region with the same level of excellence we offer nationwide. Let our experience, innovation, and trusted reputation guide your project forward.