AI & Machine Learning Services for Whalan 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 Whalan 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 Whalan 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 Whalan 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 business owner or decision-maker in Whalan, New South Wales, Australia, you understand the importance of having a reliable partner who can help bring your innovative ideas to life. COLETEK is a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation built on trust, innovation, and experience. Based in Whalan, New South Wales, Australia, we specialize in empowering local businesses across the region, serving as an extension of their engineering team or providing expertise where needed. Our engineers, developers, and technical experts collaborate closely with clients to develop custom solutions that meet specific requirements, leveraging COLETEK's proven track record of delivering high-quality products and services. Our reputation is built on a foundation of reliability, collaboration, and capability. With over two decades of experience in the industry, we've developed a unique understanding of the needs of businesses operating in Whalan, New South Wales, Australia. We're proud to support clients from various sectors, from manufacturing to healthcare, and many more. By partnering with COLETEK, local businesses in Whalan, New South Wales, Australia, can expect expert guidance, cutting-edge technology, and a deep understanding of the region's unique challenges and opportunities. Whether you're looking to develop new products, optimize processes, or bring innovative solutions to market, our team is dedicated to helping you achieve your goals. Operating throughout Australia, including Whalan, New South Wales, Australia, we're well-positioned to support businesses across the country, from east coast to west. With COLETEK by your side, you can focus on what matters most – growing your business and driving success. Let’s build something remarkable together.