AI & Machine Learning Services for Painswick 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 Painswick 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 Painswick 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 Painswick 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 locally-based and nationally trusted multidisciplinary Australian engineering and product development company established in 2001, COLETEK is committed to supporting businesses like yours serving the community of Painswick, Victoria, Australia. With a strong track record of delivering reliable and collaborative solutions, we're proud to be operating throughout this region, bringing our expertise to local companies. As technology evolves at an unprecedented pace, it's more important than ever for businesses in Painswick, Victoria, Australia to stay ahead of the curve. COLETEK's innovative approach ensures you receive cutting-edge engineering and product development capabilities that drive growth, improve efficiency, and enhance your competitive edge. By teaming up with our experienced and skilled professionals, you can trust that we'll work tirelessly alongside you to build a brighter future for your business. Our dedication to delivering exceptional results has earned us a national reputation as a trusted partner for companies across Painswick, Victoria, Australia and beyond. When it comes to innovative engineering and product development solutions, businesses like yours deserve the best – and that's precisely what COLETEK delivers. By leveraging our extensive expertise and collaboration-driven approach, you can count on us to help your organization thrive. From developing new products to optimizing existing ones, we're dedicated to empowering local businesses like yours in Painswick, Victoria, Australia by providing the reliable engineering solutions they need. With COLETEK at your side, rest assured that our commitment to innovative problem-solving and exceptional customer service will lead you towards a brighter future for your company.