AI & Machine Learning Services for Kybeyan 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 Kybeyan 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 Kybeyan 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 Kybeyan 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 be a multidisciplinary Australian engineering and product development company established in 2001. With a strong national reputation for reliability and innovation, we've earned the trust of businesses across Kybeyan, New South Wales, Australia, and beyond. Our team of experts is dedicated to collaborating with local partners to bring groundbreaking products and solutions to market. As a leader in our field, COLETEK has been serving organizations based in Kybeyan, New South Wales, Australia for nearly two decades. We take pride in understanding the unique challenges and opportunities facing businesses in this region, from agriculture and manufacturing to tourism and conservation. Our engineers and product developers are well-equipped to tackle complex projects that require innovative thinking, skill, and expertise. What sets COLETEK apart is our commitment to capability-building and collaboration. We work closely with our clients to identify their needs, develop tailored solutions, and implement products that exceed their expectations. Our team's experience and adaptability allow us to cater to diverse industries and applications, from the rugged Outback to urban centers like Kybeyan. For businesses in Kybeyan, New South Wales, Australia, partnering with COLETEK means gaining access to a wealth of knowledge, resources, and expertise that can help drive growth, improve efficiency, and enhance competitiveness. By leveraging our capabilities, you can focus on your core activities while we handle the engineering and product development aspects. At COLETEK, we're honored to be a trusted partner in Kybeyan, New South Wales, Australia, and throughout Australia. Whether you're looking to develop new products, optimize existing processes, or simply need expert guidance, we're here to support your organization's goals.