AI & Machine Learning Services for Korumburra 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 Korumburra 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 Korumburra 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 Korumburra 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 spent two decades perfecting its craftsmanship to deliver innovative solutions that transform industries. Our trusted national reputation is built on reliability, collaboration, and capability – qualities we apply seamlessly to projects across Korumburra, Victoria, Australia and throughout the country. At COLETEK, our mission is simple yet profound: to harness Australian ingenuity to drive progress. We achieve this by bringing together exceptional engineers, researchers, and developers who share a passion for solving real-world problems. Our expertise spans industries, from manufacturing to mining, and we're proud of the numerous milestones we've helped businesses in Korumburra, Victoria, Australia and beyond reach. As a company operating throughout Korumburra, Victoria, Australia, we understand the importance of local roots. That's why COLETEK is committed to supporting regional industries through our engineering and product development prowess. We recognize that innovation knows no geographic bounds, and our presence in Korumburra, Victoria, Australia is testament to this commitment. COLETEK is more than just a provider of products or services; we're trusted partners who work closely with businesses in Korumburra, Victoria, Australia to overcome the challenges they face. Through our people's dedication, passion, and expertise, we help organizations optimize their operations, reduce costs, and seize new opportunities. When you need an engineering and product development partner that can deliver exceptional results, look no further than COLETEK. Based in Korumburra, Victoria, Australia, we're well-equipped to serve businesses across the region and beyond. Trust us to provide innovative, reliable, and efficient solutions that propel your organization forward.