AI & Machine Learning Services for Tibbuc 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 Tibbuc 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 Tibbuc 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 Tibbuc 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 thriving hub of activity in Regional New South Wales, Tibbuc is home to a diverse range of local businesses that drive economic growth and community development. At COLETEK, we're proud to be operating throughout Tibbuc, providing top-notch engineering and product development solutions that enable our clients to thrive in an ever-evolving market. With over two decades of experience as a multidisciplinary Australian company, we've established ourselves as trusted advisors and partners for businesses across Tibbuc, New South Wales, Australia. Our team of experts is dedicated to working closely with local entrepreneurs, executives, and decision-makers to understand their unique challenges and opportunities. We believe that innovative thinking, combined with a deep understanding of the Tibbuc community's specific needs, is key to delivering exceptional results. By leveraging our national reputation for reliability, expertise, and commitment to collaboration, we empower local businesses to accelerate their growth, drive innovation, and stay ahead of the competition. Based in Tibbuc, New South Wales, Australia, COLETEK has a profound appreciation for the region's distinct culture, history, and natural beauty. We're proud to be a part of this vibrant community, actively supporting the development of new businesses, job creation, and community engagement. Our dedication to Tibbuc's success is reflected in our unwavering commitment to building long-term relationships with local clients, working tirelessly to help them overcome challenges and seize opportunities. Throughout Australia, COLETEK has earned a reputation for delivering exceptional outcomes through collaborative engineering and product development approaches. We believe that strong partnerships are the foundation of successful projects, which is why we prioritize open communication, active listening, and a deep understanding of our clients' needs. By combining our technical expertise with our extensive knowledge of the Tibbuc community's unique characteristics, we're well-positioned to help local businesses achieve their goals and thrive in an increasingly complex market. As a trusted partner for businesses in Tibbuc, New South Wales, Australia, COLETEK is dedicated to supporting local growth, job creation, and community development. We're here to help entrepreneurs and executives like you navigate the ever-changing landscape of technology and innovation, empowering your business to achieve remarkable success.