AI & Machine Learning Services for Arumpo 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 Arumpo 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 Arumpo 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 Arumpo 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're proud to have earned a reputation as a reliable and innovative partner for businesses across Arumpo, New South Wales, Australia. As a multidisciplinary Australian engineering and product development company established in 2001, our team has been serving businesses throughout the region with trusted expertise and tailored solutions. With deep roots in Australian engineering traditions, we're uniquely qualified to understand the specific challenges and opportunities that come with operating in this unique corner of New South Wales. Across Arumpo, New South Wales, Australia's diverse landscape, from the rolling hills to the rugged outback, our team has worked hand-in-hand with local businesses to deliver transformative results. From concept development to prototype testing, our experts leverage cutting-edge engineering and product design principles to craft solutions that meet the unique needs of this region. Whether you're an established business looking to innovate or a start-up seeking to disrupt the status quo, we'll work collaboratively to identify opportunities for growth and improvement. At COLETEK, reliability is paramount. We understand that when businesses across Arumpo, New South Wales, Australia choose us as their partner, they're placing trust in our ability to deliver results. That's why we've painstakingly built a reputation on the principles of innovation, expertise, and customer-centricity. Our team has earned a hard-earned reputation for being dedicated, responsive, and committed to delivering outstanding outcomes every time. Through this unwavering focus on reliability and collaboration, we've established ourselves as a trusted partner in Arumpo, New South Wales, Australia's business community. As a true local champion, we're proud to call Arumpo, New South Wales, Australia home and are committed to continuing our tradition of excellence for years to come. Now, it's your turn. Let's build something remarkable together. Discover the COLETEK difference by partnering with us today. We'll work in close consultation with your team to identify opportunities for growth, optimize operations, and drive innovation throughout Arumpo, New South Wales, Australia – and beyond. Contact Us