AI & Machine Learning Services for Werai 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 Werai 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 Werai 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 Werai 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 the economy of Werai, New South Wales, Australia continues to grow and evolve, local businesses are seeking innovative solutions to drive success in a rapidly changing market. At COLETEK, we've built our reputation on delivering tailored engineering and product development expertise that empowers companies like yours to stay ahead of the curve. Since 2001, our multidisciplinary team has been trusted by clients across Australia to design, develop, and deliver game-changing products and solutions. Based in Werai, New South Wales, Australia, we take pride in being an integral part of this vibrant community's growth story. Our engineers and product developers collaborate closely with local businesses to understand their unique challenges and opportunities, creating custom solutions that meet their specific needs. Whether you're a startup or an established enterprise, our expertise and partnership approach can help your business thrive. Our experience spans various industries and sectors, from manufacturing and logistics to energy and infrastructure. We've developed a deep understanding of the complexities involved in bringing products to market and have earned a reputation for reliability, adaptability, and creative problem-solving. Our team is committed to providing exceptional support to businesses operating throughout Werai, New South Wales, Australia and beyond. At COLETEK, we're passionate about building lasting relationships with our clients, based on mutual respect and trust. We take the time to understand your goals, challenges, and aspirations, ensuring our solutions align with your vision for success. Our engineers and product developers work collaboratively to design and develop innovative products that meet the evolving needs of Werai's businesses. By partnering with COLETEK, you can tap into our expertise and resources to drive growth, improve efficiency, and increase competitiveness. Together, we can build something remarkable – a future where your business flourishes and makes a lasting impact on the Werai community.