AI & Machine Learning Services for Ellinbank 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 Ellinbank 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 Ellinbank 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 Ellinbank 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 you navigate the digital landscape in Ellinbank, Victoria, Australia, it's essential to have a trusted partner by your side. At COLETEK, we've built a reputation as a multidisciplinary Australian engineering and product development company established in 2001. Over the years, our team has worked tirelessly to stay ahead of the curve, ensuring that our capabilities align with the evolving needs of businesses like yours. Whether you're based in Ellinbank, Victoria, Australia or operate throughout Australia, rest assured that we'll always be committed to delivering exceptional results. What sets us apart is our ability to seamlessly collaborate with your team, understanding your goals and objectives to develop innovative solutions tailored specifically for your industry. Our experience spans multiple sectors, allowing us to adapt quickly to new challenges and keep pace with the rapidly changing technological landscape in Ellinbank, Victoria, Australia. As a trusted national player in the engineering and product development space, we're well-equipped to support businesses of all sizes and complexities throughout Ellinbank, Victoria, Australia. At COLETEK, we pride ourselves on our reliability, technical expertise, and passion for driving innovation. Our people are your people – dedicated professionals who genuinely care about delivering exceptional outcomes that meet or exceed your expectations. When you partner with us, you can expect a focus on building long-term relationships, a commitment to understanding your unique needs, and ongoing support as your business evolves. Serving businesses across Ellinbank, Victoria, Australia is at the heart of what we do. We understand the importance of staying local while leveraging national experience and capabilities. Our team operates throughout Australia, but our focus remains firmly on supporting the growth and success of businesses in Ellinbank, Victoria, Australia, where they can rely on us as a trusted partner.