AI & Machine Learning Services for Uralla 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 Uralla 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 Uralla 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 Uralla 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 trusted national provider of engineering and product development services, COLETEK is proud to be operating throughout Australia, including in the charming town of Uralla, New South Wales. Established in 2001, our multidisciplinary company has built a reputation for delivering innovative, reliable solutions that meet the unique needs of local businesses. From our base in Uralla, we serve businesses across the regional area, understanding the distinct challenges and opportunities that arise from operating in this part of Australia. Our experienced team is well-equipped to provide expert support, leveraging years of industry knowledge and a commitment to collaboration. Whether you're looking for innovative product development, process optimization, or simply reliable guidance, COLETEK is here to help. As a trusted partner for businesses in Uralla, New South Wales, we take pride in our reputation as a company that gets things done. Our national reach means we've had the privilege of working with organizations from all walks of life, from small startups to established industry leaders. This experience has given us the capability to tackle complex problems and develop creative solutions that drive real results. When it comes to supporting businesses in Uralla and beyond, COLETEK is more than just an engineering services company – we're a trusted partner, dedicated to helping you achieve your goals. We understand that every business is unique, with its own set of challenges and opportunities. That's why we take the time to get to know our clients, understanding their needs, aspirations, and constraints. By working closely with businesses across Uralla, New South Wales, Australia, we've developed a deep understanding of the local market, including its distinct characteristics, trends, and drivers. This knowledge enables us to provide tailored solutions that are both innovative and pragmatic, designed to meet the specific needs of each business we work with. So why choose COLETEK? Because our team is passionate about delivering exceptional results, built on a foundation of trust, reliability, and collaboration. We're not just a service provider – we're your partner in success. And when you want to build something remarkable together, whether that's a new product, process, or business strategy, let us help.