AI & Machine Learning Services for Mount Wallace 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 Mount Wallace 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 Mount Wallace 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 Mount Wallace 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, Australia, our team at COLETEK is dedicated to empowering businesses in Mount Wallace and beyond with innovative engineering and product development solutions. As a multidisciplinary engineering company established in 2001, we've built a reputation nationwide for reliability, collaboration, and capability. Our experience spans over two decades, during which time we've developed a deep understanding of the unique needs and challenges faced by businesses operating in Mount Wallace, Victoria, Australia. From manufacturers to service providers, and from startups to long-established organizations, our expertise has helped various entities thrive in this region and throughout Australia. As a trusted partner for businesses across Mount Wallace, Victoria, Australia, we take pride in our ability to understand the specific complexities and requirements of each project. Our collaborative approach fosters open communication and ensures that our solutions align seamlessly with your objectives. Whether you're looking to improve operational efficiency, enhance product offerings, or stay ahead of the competition, COLETEK's engineering expertise can help you achieve your goals. Our capabilities extend across an array of industries and sectors, from manufacturing and logistics to healthcare and technology. By leveraging a multidisciplinary team comprising engineers, designers, and developers, we're able to bring innovative ideas to life quickly, efficiently, and effectively. In Mount Wallace, Victoria, Australia, this means that local businesses can access cutting-edge engineering and product development capabilities without sacrificing time zones or local connections. At COLETEK, we're committed to empowering businesses in Mount Wallace, Victoria, Australia with the expertise, resources, and support needed to succeed in today's fast-paced business environment. By partnering with us, you'll gain access to a trusted, experienced partner that can help you overcome the unique challenges faced by businesses operating in this region.