AI & Machine Learning Services for Robinvale 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 Robinvale 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 Robinvale 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 Robinvale 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.

In the heart of Victoria's rich agricultural region, lies the bustling town of Robinvale - a hub for farming and agriculture. As a business owner or decision-maker in this thriving community, you understand the importance of staying ahead of the curve through innovative ideas and effective execution.

COLETEK is a multidisciplinary Australian engineering and product development company established in 2001 with extensive experience serving businesses across Robinvale, Victoria, Australia. Our team has developed a reputation as trusted advisors, collaborators, and problem solvers for companies seeking reliable outcomes. As a locally based operation, we understand the unique challenges faced by entrepreneurs and executives in this area.

With our expertise rooted in engineering and product development, COLETEK is committed to helping Robinvale businesses, Victoria, Australia succeed through the clever application of technology and creativity. By partnering with us, you can leverage our extensive knowledge base, innovative thinking, and cutting-edge solutions to drive growth, streamline operations, or enhance productivity.

At COLETEK, we take pride in being a national player with international reach, yet remaining deeply committed to our local roots. Our presence operating throughout Australia allows us to draw on the collective expertise of our team members while maintaining a tailored focus on individual client needs – including those in Robinvale, Victoria, Australia.

When you choose COLETEK as your partner, you can expect prompt, reliable support from inception through project completion. Our dedication to collaboration and open communication ensures that you're fully informed throughout the process.