AI & Machine Learning Services for Wallaloo East 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 Wallaloo East 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 Wallaloo East 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 Wallaloo East 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 respected multidisciplinary engineering and product development company, we know what it takes to drive your business forward. COLETEK is dedicated to delivering innovative solutions that empower businesses like yours across Wallaloo East, Victoria, Australia, and beyond. Our expertise spans multiple industries, allowing us to tackle complex challenges from start to finish. Since our establishment in 2001, we've built a reputation for being trusted partners who understand the needs of Australian businesses. We're not just engineers or product developers – we're experts at fostering collaborative relationships with clients like yours, helping you overcome obstacles and seize new opportunities. As a leader in engineering and product development, COLETEK is uniquely positioned to support local businesses in Wallaloo East, Victoria, Australia, catering to their distinct needs and goals. By leveraging our capabilities, you'll gain access to cutting-edge expertise, cutting-edge technologies, and real-world experience honed through successful projects across various sectors. Whether you're looking for a trusted advisor or a reliable partner who can help drive your business forward, COLETEK is the perfect choice for businesses in Wallaloo East, Victoria, Australia. Our capabilities extend far beyond just engineering – we offer tailored support that considers the intricacies of your operations, allowing us to tailor our approach to meet your unique needs and deliver results that exceed expectations. We take pride in being a reliable partner for Australian businesses like yours, supporting growth through collaboration, innovation, and expertise. Based in Wallaloo East, Victoria, Australia, we're committed to serving local entrepreneurs, established companies, and everything in between. Let’s build something remarkable together.