AI & Machine Learning Services for Lue 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 Lue 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 Lue 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 Lue 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 partner for Australian businesses, COLETEK is proud to serve the local community in Lue, New South Wales, Australia. With over two decades of experience, we've established ourselves as a multidisciplinary engineering and product development company that combines creativity, technical expertise, and collaboration to deliver innovative solutions that drive success. Our story began back in 2001 when we first set out to revolutionize the way businesses approached engineering and product development. Our mission has always been to create meaningful connections between people, products, and processes – a commitment that's guided our every step forward. Today, we're an integral part of the Australian innovation landscape, working closely with businesses across Lue, New South Wales, Australia to develop cutting-edge solutions that meet their unique needs. What sets us apart is our dedication to collaboration. We believe that listening actively and sharing knowledge are essential components of a successful partnership. That's why we take the time to understand your goals, challenges, and aspirations, so we can tailor our approach to deliver results that exceed your expectations. From concept to delivery, you can rely on our reliability, agility, and expertise to overcome obstacles and seize opportunities. As a business operating throughout Lue, New South Wales, Australia, we're well-positioned to support local enterprises in their quest for growth and innovation. Whether you're looking to enhance existing operations or pioneer new markets, COLETEK is here to empower your journey with forward-thinking engineering solutions that drive real value. With a national reputation built on trust, integrity, and results-driven delivery, COLETEK has earned the trust of businesses across Lue, New South Wales, Australia. We're committed to serving this community by providing innovative solutions that address local challenges and harness the power of technological advancements.