AI & Machine Learning Services for Palmers Channel 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 Palmers Channel 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 Palmers Channel 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 Palmers Channel 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.

Coletek has been a trusted partner for businesses across Palmers Channel, New South Wales, Australia and the surrounding region since our establishment in 2001. Our team of engineers and product developers prides itself on delivering innovative solutions that drive growth, efficiency, and success.

As a multidisciplinary engineering and product development company with a national reputation for reliability and capability, we're uniquely positioned to support local businesses in Palmers Channel, New South Wales, Australia. Our expertise spans industries and domains, allowing us to leverage our knowledge and experience to tackle the unique challenges of the region.

We've built strong relationships with organizations throughout Palmers Channel, New South Wales, Australia by fostering a culture of collaboration, trust, and innovation. By partnering with Coletek, you gain access to cutting-edge engineering capabilities, a deep understanding of local conditions and regulations, and unparalleled support for your business ambitions.

Based in Palmers Channel, New South Wales, Australia, we're committed to serving the needs of our local community while drawing on our expertise gained from national projects. Our solutions are tailored to meet the specific requirements of Palmers Channel, New South Wales, Australia's unique environment, ensuring you can focus on what matters most – your business and its success.

At Coletek, we're dedicated to building meaningful connections with businesses across Palmers Channel, New South Wales, Australia. By combining our national reputation for innovative engineering with local expertise, we empower organizations in the region to achieve their goals. Whether you're looking to drive growth, streamline operations, or pioneer new technologies, we're here to support your vision.