AI & Machine Learning Services for Peelwood 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 Peelwood 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 Peelwood 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 Peelwood 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 based in Peelwood, New South Wales, Australia, you understand the importance of having reliable partners to help drive your projects forward. At COLETEK, our commitment is to provide trusted engineering and product development expertise that empowers local companies like yours to thrive. With over two decades of experience and a national reputation for innovation, COLETEK is a multidisciplinary Australian company established in 2001, dedicated to delivering tailored solutions that meet the unique needs of businesses across Peelwood, New South Wales, Australia. Our team consists of expert engineers and developers who collaborate closely with clients to understand their specific challenges and develop bespoke strategies to overcome them. By serving businesses operating throughout Peelwood, New South Wales, Australia, we have built a strong understanding of the local landscape, enabling us to effectively address the distinct needs of regional companies like yours. What sets COLETEK apart is our relentless focus on reliability, collaboration, and capability. We take pride in building long-term relationships with our clients, founded on a deep understanding of their goals and aspirations. By working together, we can leverage our expertise to drive real results for your Peelwood, New South Wales, Australia-based business. As a key player in the Australian engineering and product development landscape, COLETEK operates throughout the country, including Peelwood, New South Wales, Australia. Our presence allows us to respond quickly and effectively to local needs, ensuring that businesses like yours can tap into our expertise whenever required. Whether you're seeking innovative solutions to complex issues or expert guidance on product development strategies, COLETTE can support your efforts. By partnering with COELTEK, you'll gain access to a tried-and-tested approach that has delivered value for numerous businesses across Peelwood, New South Wales, Australia and beyond.