AI & Machine Learning Services for Budden 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 Budden 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 Budden 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 Budden 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.

Located in the heart of Budden, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With years of experience and a reputation for delivering innovative solutions across diverse industries, we have earned the trust of businesses throughout Budden and beyond. As a local business owner or decision-maker based in Budden, New South Wales, Australia, you understand the importance of finding reliable partners who can help take your operations to the next level. At COLETEK, we pride ourselves on our ability to collaborate with businesses across Budden, bringing together experts from various fields to develop cutting-edge engineering and product solutions that drive growth and success. Our team has a natural affinity for understanding local needs and challenges, allowing us to provide tailored support that addresses specific requirements in Budden, New South Wales, Australia. By leveraging our expertise in engineering and product development, we empower businesses like yours to overcome obstacles, seize opportunities, and gain a competitive edge in the market. COLETEK's comprehensive approach enables us to tackle complex projects, streamline operations, and enhance overall efficiency for businesses operating throughout Budden, New South Wales, Australia. Whether you're seeking to develop new products, improve existing processes, or expand your offerings, we have the capability and expertise to take your business to new heights. We would be delighted to discuss how our collective strengths can benefit your business in Budden, New South Wales, Australia. Let's build something remarkable together by leveraging the power of COLETEK's engineering and product development expertise.