AI & Machine Learning Services for Falls Creek 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 Falls Creek 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 Falls Creek 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 Falls Creek 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.

At COLETEK, we're proud to be a trusted multidisciplinary engineering and product development company that's been serving businesses across Falls Creek, Victoria, Australia since 2001. Our team of experts has a deep understanding of the unique challenges faced by local businesses in this picturesque town, and we're committed to providing innovative solutions that help you overcome these hurdles. Based in Falls Creek, Victoria, Australia, COLETEK operates throughout the region, offering reliable engineering expertise that can be counted on to deliver consistent results. Our national reputation for excellence is built on our ability to collaborate with clients, understand their needs, and develop tailored solutions that meet their specific requirements. When it comes to serving businesses in Falls Creek, Victoria, Australia, we take pride in our capability to develop custom products and engineering systems that are designed to withstand the rigors of local conditions. From designing and manufacturing equipment for the region's iconic ski slopes to providing innovative solutions for agricultural operations, our team is dedicated to delivering outstanding results. At COLETEK, we understand the value of building strong relationships with local businesses in Falls Creek, Victoria, Australia. That's why we're committed to working closely with clients to develop a deep understanding of their needs and goals. We take the time to listen carefully, ask insightful questions, and develop customized solutions that meet our clients' unique requirements. By partnering with COLETEK, you'll gain access to a team of experienced engineers who are passionate about delivering exceptional results. Our expertise spans multiple disciplines, including mechanical engineering, electrical engineering, and product development, ensuring that we can provide comprehensive support for your project or operation. So why choose COLETEK as your trusted partner in Falls Creek, Victoria, Australia? With our expertise, reputation, and commitment to excellence, you can be confident that your project will receive the attention it deserves. Let us help you navigate the challenges of engineering and product development, and join forces with a team that's dedicated to building remarkable solutions for local businesses just like yours.