AI & Machine Learning Services for Tomewin 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 Tomewin 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 Tomewin 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 Tomewin 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 proudly served businesses across Tomewin, New South Wales, Australia and throughout the country. With over two decades of experience, we've built a reputation for delivering reliable, innovative solutions that meet the unique needs of local industries. Based in Tomewin, New South Wales, Australia, our team is deeply committed to fostering strong relationships with regional businesses like yours. We understand the importance of collaborating with organisations that share our values of integrity, professionalism, and a passion for engineering excellence. Since our inception, we've worked closely with clients from diverse sectors, including manufacturing, construction, healthcare, and more. By combining our expertise in product development, mechanical design, and electronics engineering, we empower businesses to create products that exceed customer expectations and drive growth. As you look to the future of your Tomewin-based business, consider partnering with a trusted advisor like COLETEK. Our flexible approach means we can adapt to your specific needs, from concept development to production-ready solutions. With our capability in place, you can focus on what matters most – driving profitable outcomes for your customers. Operating throughout Australia, including Tomewin, New South Wales, Australia, we're well-equipped to support businesses of all sizes and complexities. Whether you require product design, engineering consulting, or end-to-end solution development, COLETEK is committed to delivering exceptional results that meet your unique goals and objectives. So why wait? Let's build something remarkable together. Together, let's harness the power of engineering expertise to enhance your Tomewin-based business and drive long-term success. Contact us today to learn more about our capabilities and how we can help you overcome any engineering challenge.