AI & Machine Learning Services for Mount Macedon 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 Macedon 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 Macedon 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 Macedon 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 the region's trusted partner for engineering and product development, COLETEK is committed to empowering local businesses across Mount Macedon, Victoria, Australia and beyond. With over two decades of cumulative experience since our establishment in 2001 as a multidisciplinary Australian company, we've built an enviable reputation for reliability, collaboration, and capability. Our roots run deep throughout the nation's diverse industries, from manufacturing to technology and more. By being based in Mount Macedon, Victoria, Australia, we're uniquely positioned to provide tailored support to local businesses, fostering meaningful connections that drive growth and innovation. Through our expertise in engineering and product development, we've earned a reputation for delivering exceptional results, exceeding client expectations. At COLETEK, we understand the importance of building strong relationships with local stakeholders. Our mission is to empower businesses in Mount Macedon, Victoria, Australia and throughout the region, providing the necessary support to overcome challenges, drive progress, and unlock new opportunities. By leveraging our expertise and cutting-edge capabilities, we help clients achieve their goals, stay ahead of the curve, and maintain a competitive edge. Our commitment to innovation, quality, and trust has earned us a place as a trusted partner in Australia's engineering and product development landscape. By choosing COLETEK as your go-to engineering and product development company, you can rest assured that your project is in capable hands. Whether it's developing a new product, optimizing an existing process, or overcoming complex technical challenges, we're dedicated to delivering exceptional results that meet the unique needs of local businesses like yours. As leaders in our field, COLETEK has earned recognition for its innovative approach to engineering and product development. By serving businesses across Mount Macedon, Victoria, Australia and nationwide, we've built a reputation for dedication, reliability, and unwavering commitment to excellence. From concept to completion, we'll work closely with you to bring your vision to life.