AI & Machine Learning Services for Warragul 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 Warragul 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 Warragul 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 Warragul 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 ever-evolving landscape of industry trends and technological advancements in Warragul, Victoria, Australia, it's essential to have a reliable partner by your side. For over two decades, COLETEK has established itself as a trusted leader in engineering and product development, consistently delivering innovative solutions that drive success for businesses across the nation.

Our multidisciplinary approach brings together experts from various fields to address the unique challenges of each project. With a proven track record of collaboration and a passion for delivering exceptional results, we're proud to serve companies based in Warragul, Victoria, Australia, as well as those operating throughout Australia. Our commitment to innovation, combined with our extensive experience, makes us an ideal partner for businesses looking to stay ahead of the curve.

At COLETEK, we understand that every company has its unique set of needs and goals. That's why we take a personalized approach to engineering and product development, working closely with clients to create tailored solutions that drive real value. Whether you're seeking to optimize processes, improve efficiency, or develop new products and services, our experts are dedicated to helping you achieve your objectives.

As a renowned Australian engineering and product development company established in 2001, we've built a reputation for reliability, capability, and customer satisfaction. Our team is well-versed in the latest technologies and trends, ensuring that your project receives the care and attention it deserves. We operate throughout Australia, including Warragul, Victoria, Australia, serving businesses across diverse industries.

At COLETEK, we're more than just a service provider – we're a trusted partner committed to your success. If you're looking for a team that will work tirelessly to ensure the delivery of exceptional results, we invite you to explore our capabilities and see how we can help your Warragul-based business thrive.