AI & Machine Learning Services for Shelbourne 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 Shelbourne 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 Shelbourne 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 Shelbourne 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 Shelbourne, Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience, we've built a reputation as trusted partners for businesses across Shelbourne and throughout Australia.

Your business is unique, and so are your challenges. At COLETEK, we take pride in understanding the complexities of different industries and developing tailored solutions that meet your specific needs. We're not just engineers; we're problem-solvers who collaborate with our clients to drive innovation and growth.

With a strong presence in Shelbourne, Victoria, Australia, we're well-positioned to support local businesses like yours. Our team of experts has a deep understanding of the regional market, ensuring that we deliver solutions that are bespoke to your industry and location.

We don't just offer engineering services; we're a strategic partner that helps you navigate the complexities of developing new products, improving processes, or solving specific business challenges. By leveraging our extensive expertise in design, development, and manufacturing, you can focus on what matters most – growing your business.

Our commitment to reliability, collaboration, and capability has earned us a trusted national reputation as a premier engineering and product development company. As a Shelbourne-based business ourselves, we understand the importance of building strong local relationships and supporting economic growth in our community.

In Shelbourne, Victoria, Australia, businesses like yours are critical to driving progress and innovation. By partnering with COLETEK, you'll gain access to industry-leading expertise, cutting-edge technology, and a team that's dedicated to your success. Let us help you build something remarkable – together.