AI & Machine Learning Services for Longarm 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 Longarm 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 Longarm 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 Longarm 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 leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for delivering reliable, innovative solutions that transform businesses across the country. Our team operates throughout New South Wales, including Longarm and its surrounding areas, providing the finest technical expertise to local enterprises. At COLETEK, our passion is building collaborative relationships with businesses, fostering trust through open communication, and ensuring seamless integration of our engineering and product development capabilities. This approach has allowed us to establish a strong foundation in Longarm, New South Wales, Australia, and beyond. Our team has accumulated unparalleled industry expertise in engineering and product development over the years, making us the perfect partner for businesses seeking tailored solutions that drive growth. Whether you're looking to streamline operations, optimize processes, or develop pioneering products, we've got the capability to support your unique needs. Operating based in Longarm, New South Wales, Australia, enables us to maintain close proximity to our clients and respond promptly to their changing requirements. Our commitment to delivering exceptional results is mirrored by our relentless pursuit of innovation. By embracing cutting-edge technologies and best practices, we ensure that every project we undertake in Longarm, New South Wales, Australia reflects COLETEK's dedication to excellence. You can count on us for comprehensive support throughout the entire development cycle – from concept to delivery. In Longarm, New South Wales, Australia, and across Australia, you'll find businesses that trust COLETEK to provide solutions that set them apart from the competition. What sets us apart is our unwavering focus on building lasting relationships with clients while tailoring our expertise to address their distinct needs. Join the ranks of satisfied customers in Longarm, New South Wales, Australia, who rely on COLETEK for their most critical product development and engineering requirements. Ready to transform your business? Let's build something remarkable together.