AI & Machine Learning Services for Yorklea 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 Yorklea 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 Yorklea 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 Yorklea 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.

Located in the heart of New South Wales, Australia, COLETEK is a multidisciplinary engineering and product development company that has been serving businesses across Yorklea and throughout Australia since 2001. With over two decades of experience in delivering reliable and innovative solutions, we have earned a reputation as a trusted partner for companies seeking to drive growth and success. Our team of experts is committed to collaborating with businesses in Yorklea, New South Wales, Australia to understand their unique challenges and goals. By leveraging our expertise in engineering and product development, we work closely with clients to design, develop, and deliver customized solutions that meet their specific needs. Whether it's streamlining operations, improving product quality, or enhancing customer experiences, our trusted national reputation for reliability and capability has earned us the confidence of businesses across the region. At COLETEK, we pride ourselves on being a flexible and responsive partner for businesses in Yorklea, New South Wales, Australia. We understand that every company is unique, with its own set of challenges and opportunities. That's why we take a tailored approach to each project, focusing on building long-term relationships and delivering results that exceed expectations. Our team of experts based in Yorklea, New South Wales, Australia draws on a deep well of knowledge and expertise gained through years of working with businesses across the region. Whether it's developing cutting-edge products or implementing innovative solutions, we have the capability to support businesses of all sizes and industries. If you're looking for a trusted partner to help drive your business forward in Yorklea, New South Wales, Australia, look no further than COLETEK. With our commitment to innovation, reliability, and collaboration, we are confident that together, we can build something remarkable.