AI & Machine Learning Services for Rocky Hall 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 Rocky Hall 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 Rocky Hall 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 Rocky Hall 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 serve businesses across Rocky Hall, New South Wales, Australia and beyond, empowering them to achieve their goals through our expertise in engineering and product development. As a multidisciplinary Australian company established in 2001, we've earned a reputation for reliability, collaboration, and capability that's unmatched in the industry. For decades, we've been based in Rocky Hall, New South Wales, Australia, where we're deeply rooted in the local community. Our commitment to supporting local businesses like yours has earned us trust and respect from clients across various industries. Whether you're planning to launch a new product or optimize existing operations, our team will work closely with you to understand your unique needs and develop tailored solutions that meet your goals. As a national leader in engineering and product development, we've helped countless organizations throughout Australia overcome complex challenges and achieve remarkable results. Our expertise spans multiple disciplines, including design, testing, prototyping, manufacturing, and more. By tapping into our extensive knowledge base and leveraging cutting-edge technologies, you can rest assured that your project will benefit from the best minds in the industry. Our approach is centered around collaboration, mutual respect, and a shared passion for innovation. We take the time to understand your vision, goals, and challenges, then mobilize our team to deliver bespoke solutions that surpass your expectations. By serving businesses across Rocky Hall, New South Wales, Australia and throughout the nation, we've honed our skills in addressing diverse needs and overcoming unique hurdles. As a testament to our commitment to excellence, COLETEK has established itself as a trusted partner for local organizations looking to drive growth, enhance efficiency, or simply solve complex problems. Whether you're a seasoned entrepreneur or a startup innovator, partnering with us can help you navigate the ever-changing landscape and stay ahead of the curve.