AI & Machine Learning Services for Dundonnell 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 Dundonnell 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 Dundonnell 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 Dundonnell 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.

Celebrating over 20 years of delivering trusted engineering and product development solutions to businesses across Australia, COLETEK is proud to serve the local community in Dundonnell, Victoria, Australia. As a multidisciplinary company established in 2001, we have built a reputation for reliability, innovation, and collaboration – qualities that are essential for driving success in today's fast-paced business environment.

Based in Dundonnell, Victoria, Australia, our team of experienced engineers and product developers work closely with local businesses to understand their unique challenges and requirements. Whether you're operating a small family-owned enterprise or an established multinational corporation, we have the capability and expertise to support your growth and development.

Operating throughout the region, including Dundonnell, Victoria, Australia, we take pride in our ability to adapt to the changing needs of local businesses. Our team is composed of talented individuals with diverse skill sets, allowing us to tackle complex engineering and product development projects from multiple angles. By combining traditional knowledge with modern innovation, we deliver tailored solutions that meet the specific needs of each business.

As a trusted partner for businesses in Dundonnell, Victoria, Australia and beyond, COLETEK is committed to fostering strong relationships built on trust, transparency, and open communication. We understand that every business is unique, with its own set of challenges and opportunities. That's why we take the time to listen carefully to our clients' needs and develop customized solutions that meet their specific requirements.

So why choose COLETEK for your engineering and product development needs in Dundonnell, Victoria, Australia? Simply put, it's because we have a passion for innovation and a commitment to delivering exceptional results. With over 20 years of experience, we have the expertise and capability to support businesses across all industries. Let us help you achieve your goals by providing trusted solutions that drive success.