AI & Machine Learning Services for Cassilis 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 Cassilis 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 Cassilis 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 Cassilis 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, we've earned a reputation for delivering innovative solutions to businesses of all sizes. With our deep roots in Cassilis, New South Wales, Australia, we're uniquely positioned to support local companies seeking reliable partners for their technological needs. For over two decades, COLETEK has been operating throughout Australia, developing custom products and providing expert engineering services that drive efficiency, productivity, and growth. By combining cutting-edge thinking with a deep understanding of the region's unique challenges and opportunities, we've established a trusted national presence. Now, we're excited to bring our expertise directly to businesses in Cassilis, New South Wales, Australia. Our team is passionate about collaborating with local companies to enhance their operations, improve their products, and streamline their processes. By leveraging our extensive knowledge of engineering and product development, we help businesses across Cassilis, New South Wales, Australia achieve greater success through a blend of innovation, reliability, and expertise. Whether you're seeking to launch new products, optimize existing processes, or merely gain a strategic edge in your market, we're here to support your goals. As a Cassilis-based company with extensive experience serving businesses across New South Wales, Australia, we understand the unique demands and opportunities that come with operating in this region. Our local presence is backed by our national reputation for trustworthiness, which has been earned through years of delivering tailored solutions that meet the specific needs of our clients. If you're a business leader or owner seeking to elevate your company's performance through collaboration with a reliable engineering and product development partner, look no further than COLETEK. We're dedicated to serving businesses in Cassilis, New South Wales, Australia and throughout the country by providing innovative solutions that drive growth, improve efficiency, and enhance profitability.