AI & Machine Learning Services for Harcourt North 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 Harcourt North 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 Harcourt North 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 Harcourt North 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 call ourselves a trusted leader in Australian engineering and product development. With over two decades of experience, our multidisciplinary team has earned a reputation for delivering innovative solutions that drive real results for businesses across Harcourt North, Victoria, Australia.

If you're based in Harcourt North, Victoria, Australia and seeking guidance on how to improve your operations, enhance customer experiences, or develop new products – we've got you covered. As a national player with local roots, COLETEK provides strategic support to businesses throughout Australia, including those operating within the thriving community of Harcourt North.

What sets us apart is our focus on collaboration and capability. We understand that every business is unique, and that's why we take a tailored approach to problem-solving. Our engineers and designers work closely with clients to devise creative, practical solutions that are grounded in a deep understanding of their specific needs and goals.

Whether you're expanding your product line, retooling your manufacturing process, or seeking to stay ahead of the competition – we'll help you achieve it. By combining our expertise in engineering and product development, we provide reliable results that exceed expectations. It's this commitment to excellence that has earned us a reputation as one of Australia's leading multidisciplinary technical companies.

If you're looking for a trusted partner to support your business in Harcourt North, Victoria, Australia – look no further than COLETEK. With our deep understanding of the local community and national expertise, we're well positioned to help businesses like yours drive growth and success.