AI & Machine Learning Services for Yarramalong 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 Yarramalong 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 Yarramalong 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 Yarramalong 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 our roots firmly planted in Yarramalong, New South Wales, Australia, we've grown into a trusted national reputation, serving businesses across the region and beyond. We understand the unique challenges that local businesses face when seeking tailored support for their operations. That's why we're committed to providing reliable and adaptable partnerships, leveraging our collective expertise to drive innovation and progress. Whether you're an entrepreneur looking to revolutionize your industry or a seasoned business leader seeking scalable solutions, we've got the know-how and capabilities to help you achieve remarkable results. COLETEK's multidisciplinary approach allows us to tackle complex projects from diverse angles, blending engineering and product development expertise with in-depth knowledge of various industries. This capability enables us to understand the intricacies of your operations and develop tailored strategies that address your specific needs. Our commitment to collaboration and communication ensures seamless integration with your team, fostering a strong foundation for future growth and success. We're based in Yarramalong, New South Wales, Australia, and operate throughout the nation, empowering local businesses to thrive amidst an ever-evolving landscape. Over two decades of dedication have instilled in us a deep respect for the importance of trust, reliability, and adaptability. Our expertise spans an array of industries and sectors, from manufacturing and construction to healthcare and more. By partnering with COLETEK, you can rest assured that your business is supported by a team of seasoned professionals who understand the intricacies of doing business in Yarramalong, New South Wales, Australia. As we look to the future, we're excited about the prospect of building meaningful relationships with businesses across the region. Our passion for engineering and product development drives our pursuit of innovation, fueled by an insatiable curiosity to tackle new challenges. Join us, and let's work together to craft remarkable outcomes that elevate your business and the community.