AI & Machine Learning Services for Dunneworthy 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 Dunneworthy 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 Dunneworthy 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 Dunneworthy 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 thriving regional hub, Dunneworthy, Victoria, Australia presents unique opportunities for businesses to grow and thrive. With its rich history, stunning natural beauty, and strong community spirit, this region has attracted entrepreneurs and innovators who are shaping the local economy. At COLETEK, we're committed to supporting these visionaries in their pursuit of excellence.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK is trusted partner for businesses across Dunneworthy, Victoria, Australia. Our collective expertise spans multiple industries, from manufacturing and construction to healthcare and more. Based in Dunneworthy, Victoria, Australia, we operate throughout the country, providing reliability, collaboration, and capability to our clients.

Our team at COLETEK understands the importance of building strong relationships with local businesses in Dunneworthy, Victoria, Australia. We take the time to listen, comprehend your unique challenges, and offer tailored solutions that address your needs. Whether you're looking to improve operations efficiency, enhance product quality, or develop innovative new products, we have the skills and expertise to support your journey.

Innovative companies like yours require a trusted partner who can deliver results. At COLETEK, we pride ourselves on our national reputation for engineering excellence. Our team works hand-in-hand with clients to conceptualize, design, develop, and test products that meet the highest standards of quality, reliability, and performance.

When you need expert guidance to propel your business forward in Dunneworthy, Victoria, Australia, look no further than COLETEK. We're dedicated to providing exceptional service, collaboration, and capability to help you succeed. Together with COLETEK, let's unlock new growth opportunities for your company and the region.