AI & Machine Learning Services for Drung 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 Drung 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 Drung 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 Drung 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.

Since 2001, COLETEK has been a trusted force in Australian engineering and product development. Our multidisciplinary team of innovators brings together expertise in mechanical, electrical, and software engineering, backed by decades of collective experience. From our base in Drung, Victoria, Australia, we've earned a reputation for being reliable partners who listen closely to clients' needs and collaborate seamlessly. Our roots run deep in this area, with a profound understanding of the unique challenges facing local businesses. That's why we're committed to supporting companies across Drung, Victoria, Australia as they strive to innovate, streamline their operations, and drive growth. We take pride in operating throughout Australia, applying our expertise to a wide range of industries without losing focus on the specifics that make every business distinct. At COLETEK, it's not just about delivering solutions – it's about building long-term partnerships. Our engineers have the capability to tackle complex projects, leveraging cutting-edge technology and techniques to drive results. We're dedicated to staying abreast of the latest advancements in our field, ensuring our clients stay ahead of the curve. Our passion for engineering, product development, and collaboration makes us an ideal choice for businesses seeking a trusted ally in Drung, Victoria, Australia. With COLETEK on your side, you'll have access to bespoke solutions that address your specific needs and goals. We're not just another technology provider – we're dedicated partners who care deeply about the success of local companies. In Drung, Victoria, Australia and beyond, our reputation for delivering reliable, high-quality services has earned us a loyal following among business leaders who value expertise, trustworthiness, and creative problem-solving. If you're seeking a trusted partner to help your business thrive, look no further than COLETEK.