AI & Machine Learning Services for Yanga 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 Yanga 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 Yanga 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 Yanga 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a strong national reputation built on innovation, reliability, and collaboration, we're uniquely positioned to support businesses across Yanga, New South Wales, Australia, as they strive for growth, efficiency, and competitiveness. Operating throughout the country, including the picturesque town of Yanga, our expert engineers, product developers, and industry specialists work in partnership with clients from diverse sectors. From agriculture to manufacturing, we bring a deep understanding of local industries, combined with cutting-edge engineering expertise, to deliver tailored solutions that drive success. Based in Yanga, New South Wales, Australia, we're fully invested in the region's potential and committed to helping local businesses overcome the unique challenges they face. Our team is dedicated to staying ahead of technological curves, continually refining our approach to ensure the most effective results. By choosing COLETEK as your trusted solution partner, you can leverage our in-depth knowledge of regional markets, extensive engineering prowess, and commitment to exceptional customer service. As a long-term collaborator with clients across Yanga, New South Wales, Australia, we've developed a deep appreciation for the importance of building strong relationships. Our tailored approach prioritizes open communication, trust, and flexibility, allowing us to navigate the complexities of local markets alongside you. By partnering with COLETEK, you gain access to a comprehensive range of expertise, from engineering design to product development, as well as the ability to scale your business through strategic innovation. For companies seeking trusted partners to drive their growth in Yanga, New South Wales, Australia, we're an ally that will go above and beyond. Our multidisciplinary approach enables us to tackle complex challenges across various industries, ensuring our clients receive comprehensive support tailored to their unique needs.