AI & Machine Learning Services for Kiar 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 Kiar 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 Kiar 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 Kiar 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering innovative solutions that transform industries. Our expertise and capabilities serve businesses across Kiar, New South Wales, Australia and throughout the country, providing trusted support for our clients' most critical projects. For over two decades, we've collaborated with organisations of all sizes to develop market-leading products, optimise operations, and drive growth. Our team of experts bring together a unique blend of engineering, product development, and technological prowess to provide a comprehensive approach that addresses the diverse needs of businesses based in Kiar, New South Wales, Australia. At COLETEK, we take pride in our reputation for reliability, responsiveness, and capability. We're dedicated to understanding the specific challenges faced by organisations in Kiar, New South Wales, Australia and providing tailored solutions that meet their unique requirements. Our national presence allows us to operate efficiently and effectively, ensuring that our clients receive the highest level of service and support. As a local business owner or technical decision-maker based in Kiar, New South Wales, Australia, you require an engineering partner that can deliver results. COLETEK is committed to helping our clients achieve their goals through innovative problem-solving, strategic thinking, and collaborative approaches. Our team has the expertise and know-how to support your most critical projects, ensuring your success in the competitive Australian market. At COLETEK, we're proud of our heritage and commitment to serving businesses across Australia, including those based in Kiar, New South Wales, Australia. Whether you're seeking to develop a new product, streamline operations, or drive growth, we're here to support your journey every step of the way.