AI & Machine Learning Services for Dungowan 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 Dungowan 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 Dungowan 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 Dungowan 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.

Coletek has been a trusted partner for businesses across Dungowan, New South Wales, Australia since our establishment in 2001. As a multidisciplinary Australian engineering and product development company, we've earned a reputation for delivering reliable and innovative solutions that meet the unique needs of local industries.

Operating throughout Australia, including in Dungowan, New South Wales, Australia, we take pride in our ability to collaborate closely with businesses like yours to understand their challenges and develop tailored engineering solutions. Our team consists of experienced professionals with a passion for problem-solving and a commitment to delivering exceptional results.

We're not just about providing engineering services – we're dedicated to building long-term relationships with the businesses we serve. By leveraging our expertise, innovation, and national reputation, you can trust Coletek to provide robust solutions that will help drive your business forward.

Whether you're looking for a trusted partner to enhance your operations or develop cutting-edge products, we're here to support businesses in Dungowan, New South Wales, Australia. Our capabilities extend across multiple disciplines, allowing us to integrate seamlessly with your existing processes and infrastructure. By combining our expertise with yours, we can create remarkable results that drive real value for your organization.

At Coletek, we believe that trust is the foundation of any successful partnership. That's why we're committed to delivering exceptional engineering solutions that meet the unique needs of businesses in Dungowan, New South Wales, Australia and beyond. If you're looking for a reliable and innovative partner to help take your business to the next level, look no further.