AI & Machine Learning Services for Dudley 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 Dudley 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 Dudley 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 Dudley 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 trusted innovator in the Australian engineering and product development landscape for over two decades, COLETEK is proud to serve businesses across Dudley, New South Wales, Australia. Our multidisciplinary team of engineers and experts has built a reputation for delivering exceptional results that drive growth, efficiency, and competitiveness for our customers.

Based in Dudley, New South Wales, Australia, we have established ourselves as a reliable partner for local companies looking to bring innovative solutions to market. With extensive experience across various industries, our team is well-equipped to tackle complex challenges and turn them into opportunities.

We take pride in our collaborative approach, working closely with clients to understand their unique needs and goals. This hands-on approach enables us to design, develop, and deliver tailored engineering and product development solutions that meet the specific demands of businesses operating throughout Dudley and beyond.

As a national company established in 2001, we have developed a deep understanding of the ever-evolving Australian market and its requirements. We use this expertise to support local businesses in their efforts to drive innovation, improve productivity, and stay competitive. Whether you're looking for engineering solutions to streamline operations or product development expertise to bring new ideas to life, COLETEK is here to help.

Our team's collective expertise, combined with our commitment to reliability, trust, and innovation, makes us the perfect partner for businesses in Dudley, New South Wales, Australia seeking a trusted collaborator. If you're ready to take your business to the next level, we invite you to explore how COLETEK can help.