AI & Machine Learning Services for Steam Plains 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 forSteam Plains 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 Steam Plains 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 forSteam Plains 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.

A Trusted Partner for Your Steam Plains, Murray & Riverina, New South Wales, Australia Business

In the heart of regional Australia, the Steam Plains, Murray & Riverina region is a hub of entrepreneurship and community spirit. For local businesses in this vast and arid land, finding the right support and guidance can be the key to success. That's where COLETEK comes in – a trusted Australian company with a long history of working with businesses just like yours.

We've been serving clients across Australia for years, but our roots are firmly planted in Steam Plains, Murray & Riverina. We know what makes this region tick – its unique blend of farming heritage and industrial might – and we're committed to using that knowledge to help local businesses thrive.

At COLETEK, we've built a reputation on trust, innovation, and a deep understanding of the Aussie business landscape. Our team is made up of industry experts who know what it takes to succeed in this region – from managing cash flow to navigating complex supply chains. We're not just another big-city consulting firm; we're down-to-earth professionals with local knowledge and a passion for helping our neighbors succeed.

Whether you're looking to boost your bottom line, expand into new markets, or simply stay ahead of the competition, COLETEK can help. Our expertise spans industries and sectors, from agriculture to manufacturing, and our nationally-recognized credentials speak for themselves. We're proud to be part of this community, and we'll do everything in our power to support you every step of the way.

So why go anywhere else? When you need guidance that's locally focused, nationally connected, and globally informed, look no further than COLETEK. Let us help your Steam Plains, Murray & Riverina-area business flourish – Contact Us today for expert advice and a partnership you can trust!