AI & Machine Learning Services for Kearsley 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 Kearsley 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 Kearsley 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 Kearsley 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 engineering and product development company established in 2001, COLETEK has been serving businesses across Kearsley, New South Wales, Australia for nearly two decades. Our team of experts is dedicated to helping local entrepreneurs and owners alike overcome the challenges of modern-day business, leveraging our comprehensive capabilities to drive innovation and growth. With a national reputation built on reliability, collaboration, and capability, we've earned the trust of businesses in Kearsley and throughout Australia. Our multidisciplinary approach combines technical expertise with industry insight, allowing us to develop tailored solutions that address the unique needs of local enterprises. Whether you're looking to optimize operations, streamline processes, or stay ahead of the competition, our seasoned engineers and product developers are committed to helping you achieve your goals. So why choose COLETEK for your business in Kearsley? Our team is passionate about building strong relationships with clients, taking the time to understand their specific needs and challenges. We pride ourselves on being approachable, responsive, and proactive in our approach – always putting the best interests of our customers at heart. As a result, we've earned a reputation as a trusted partner for businesses seeking innovative solutions that drive real results. Our engineers and product developers are based in Kearsley, New South Wales, Australia, and operate throughout the region. We understand the unique challenges and opportunities presented by local conditions, allowing us to develop solutions that truly address the needs of businesses in the area. From start-ups to established players, we've worked with clients across a range of industries, from manufacturing to services, helping them overcome obstacles and seize new opportunities. At COLETEK, we believe that our commitment to collaboration, innovation, and customer satisfaction sets us apart from other engineering and product development companies. When you partner with us, you can expect personalized attention, rigorous problem-solving skills, and a passion for delivering exceptional results. If you're looking for a trusted ally in driving your business forward, look no further than COLETEK – serving businesses across Kearsley, New South Wales, Australia, and throughout the nation.