AI & Machine Learning Services for Wylies Flat 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 Wylies Flat 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 Wylies Flat 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 Wylies Flat 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 hub for entrepreneurial spirit and innovation, Wylies Flat, New South Wales, Australia is an ideal location for businesses seeking engineering solutions that drive growth and success. For over two decades, COLETEK has been at the forefront of this process, providing expert engineering and product development services to organisations across the country. Our reputation as a trusted national partner has been built on a foundation of reliability, collaboration, and unwavering dedication to delivering exceptional results. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK possesses an unparalleled depth of expertise. With a presence throughout Australia, including our operational hub in Wylies Flat, New South Wales, Australia, we are poised to support businesses of all sizes, from local startups to international corporations. Whether you're seeking innovative solutions to drive efficiency, looking for ways to improve product quality or develop new and exciting offerings, or simply wanting to streamline operations and reduce costs, COLETEK is your partner. Our unique blend of engineering prowess, business acumen, and commitment to delivering results has earned us a stellar reputation as one of Australia's most trusted engineering companies. In Wylies Flat and beyond, businesses face ever-evolving challenges, from regulatory compliance and supply chain management to environmental sustainability and product innovation. At COLETEK, we understand the importance of supporting our clients' unique needs and goals. By delivering comprehensive, integrated solutions that cater to your specific requirements, we empower you to focus on what matters most – growing your business. At COLETEK, we're passionate about building long-term relationships based on mutual respect, trust, and a shared commitment to excellence. Our team of experts is dedicated to bringing new ideas to life, streamlining processes, and driving success for organisations operating in Wylies Flat and throughout Australia. By partnering with us, you can rely on our tried-and-true approach to delivering exceptional results, time after time.