AI & Machine Learning Services for Hanleys Creek 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 Hanleys Creek 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 Hanleys Creek 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 Hanleys Creek 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 and experienced multidisciplinary engineering and product development company based in Hanleys Creek, New South Wales, Australia, COLETEK has earned its reputation across the nation. With over two decades of experience, we've partnered with businesses like yours to deliver innovative solutions that drive growth, productivity, and profitability. Operating throughout Hanleys Creek, New South Wales, Australia, our team of experts takes pride in serving local businesses and understanding their unique challenges. By leveraging our expertise and capabilities, these organizations can focus on what matters most – delivering exceptional products and services to their customers. COLETEK's dedication to reliability, collaboration, and capability has earned us a trusted place within the Australian engineering and product development community. Our team of experts comprises seasoned professionals with diverse backgrounds in engineering, science, and technology. This collective expertise allows us to tackle complex problems and design innovative solutions that transform industries. As businesses across Hanleys Creek, New South Wales, Australia, strive for excellence and growth, COLETEK stands ready to support them on their journey. Through our collaborative approach, we bring together the best of engineering, science, and technology to drive innovation and progress. We're committed to delivering high-quality solutions that meet the ever-evolving needs of businesses operating in Hanleys Creek, New South Wales, Australia. As a local company with national standing, COLETEK understands the importance of being a part of – rather than just serving – the community we operate within. By drawing upon our collective expertise and passion for innovation, we're well-positioned to support businesses across Hanleys Creek, New South Wales, Australia, in their pursuit of excellence.