AI & Machine Learning Services for Towan 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 Towan 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 Towan 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 Towan 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 leader in engineering and product development, COLETEK has earned a reputation as a trusted partner for businesses across Towan, Victoria, Australia. Established in 2001, our multidisciplinary team of experts has a deep understanding of the needs of local industries, allowing us to provide tailored solutions that drive innovation. COLETEK's commitment to reliability and collaboration is unparalleled. Our passion for engineering and product development enables us to deliver high-quality solutions that meet the unique requirements of businesses in Towan, Victoria, Australia. Whether you're looking to enhance your operations, streamline processes, or develop a new product, our multidisciplinary team has the expertise and capabilities to support your growth. With extensive experience serving businesses across various industries throughout Australia, including Towan, Victoria, Australia, we understand the importance of adapting to changing market conditions. Our ability to pivot quickly, combined with our agility and innovative thinking, makes us an attractive partner for companies seeking long-term success. At COLETEK, we pride ourselves on being a national leader in engineering and product development. By leveraging our expertise, businesses in Towan, Victoria, Australia can rest assured that they're partnering with a trusted advisor that will guide them through the implementation process, ensuring minimal disruption to their operations. As a company based in Towan, Victoria, Australia, we're uniquely positioned to serve the needs of local businesses and contribute to the region's ongoing growth. By drawing upon our collective knowledge and experience, we can help you overcome obstacles and seize opportunities, ultimately driving long-term success for your organization. So why wait? Let's build something remarkable together by leveraging COLETEK's engineering and product development expertise. Contact us today to learn more about how we can support your business in Towan, Victoria, Australia.