AI & Machine Learning Services for Peel 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 Peel 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 Peel 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 Peel 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 local industry and innovation, Peel, New South Wales, Australia presents a unique opportunity for businesses to thrive. Since 2001, COLETEK has been dedicated to empowering these same organizations by providing expert engineering and product development solutions. Our multidisciplinary team of experts is trusted nationwide for reliability, collaboration, and capability. As a locally-based company operating throughout Peel, New South Wales, Australia, we understand the importance of fostering meaningful connections with the communities we serve. By supporting businesses across Peel, New South Wales, Australia, we've established a strong reputation as a partner that truly understands local needs. This deep understanding allows us to tailor our approach to meet the unique demands of each client, be it in manufacturing, construction, or other sectors. Our passion for engineering and product development has earned us a reputation as a go-to provider for local businesses seeking expertise in design, prototyping, testing, and manufacturing. Whether you're looking to optimize processes, improve efficiency, or drive innovation, our team is committed to delivering exceptional results. By collaborating closely with clients from Peel, New South Wales, Australia, we've developed a unique ability to transform ideas into reality – and create lasting value. The breadth of COLETEK's capabilities is matched only by our commitment to building strong relationships. As a trusted partner in the heart of Peel, New South Wales, Australia, we're honored to have played a role in shaping the local business landscape. Whether you're establishing new operations or seeking to expand existing ones, we stand ready to provide the expertise and support needed for success. Peel, New South Wales, Australia is our home, and we're dedicated to helping it flourish. By partnering with COLETEK, businesses across Peel, New South Wales, Australia can tap into a wealth of experience, innovation, and local knowledge – all designed to drive growth and progress. Let’s build something remarkable together.