AI & Machine Learning Services for Springrange 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 Springrange 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 Springrange 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 Springrange 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 business owner based in the charming town of Springrange, New South Wales, Australia, you understand the importance of partnering with a trusted and reliable engineering partner. For over two decades, COLETEK has established itself as a multidisciplinary Australian company dedicated to delivering innovative solutions that meet the unique needs of local businesses like yours. Our team of experienced engineers is committed to providing top-notch support throughout Springrange and beyond. We're proud to be a national player in product development and engineering services, with a reputation built on collaboration, reliability, and capability. By drawing on our expertise, you can enhance your operations, streamline processes, and get back to growing your business. As a respected and experienced engineering partner based in Springrange, New South Wales, Australia, we take pride in being part of the local fabric. Our deep understanding of the region's distinct challenges and opportunities enables us to provide tailored solutions that address specific needs. From product development and engineering design to manufacturing support, our multidisciplinary approach empowers businesses like yours to succeed. Working with COLETEK means partnering with a team that has an unparalleled understanding of your local market. Our extensive experience in the region allows us to deliver services that are tailored to the unique requirements of Springrange's diverse industries. Whether you're looking for expert advice, innovative solutions, or hands-on support, our mission is to empower businesses across Springrange and beyond with the confidence they need to succeed. By choosing COLETEK, you can rest assured that your partnership will be built on open communication, collaboration, and a deep understanding of your specific needs. Our reputation as a trusted national partner is built on decades of delivering results for Australian businesses, and we're committed to bringing that same level of expertise and dedication to the Springrange community. So why choose between working with a local company or partnering with a respected national provider? With COLETEK, you can have both – an empowered team based in Springrange, New South Wales, Australia, working together with our national experts to deliver high-impact solutions that drive your business forward.