AI & Machine Learning Services for Pembrooke 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 Pembrooke 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 Pembrooke 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 Pembrooke 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.

Pembrooke, New South Wales, Australia - a thriving regional hub in the heart of Australian innovation. As businesses and entrepreneurs in this picturesque region strive to drive growth and compete on a national scale, they need trusted partners who can help them overcome technical challenges and stay ahead. Enter COLETEK - a multidisciplinary Australian engineering and product development company established in 2001. With a reputation built on delivery, reliability, and collaboration, we're uniquely positioned to support local businesses across Pembrooke, New South Wales, Australia, as well as those operating throughout the country. At COLETEK, our passion is connecting with clients who share our desire to build something remarkable. Drawing from decades of experience in engineering and product development, we cultivate strong partnerships with customers like yours - providing tailored support that addresses your unique needs. Whether you're seeking to optimize operations, drive innovation, or simply find new ways to stay ahead of the competition, COLETEK is here to help. What sets us apart? Our commitment to collaboration. We understand that every business has its own distinct strengths and challenges. That's why we take the time to listen carefully, understanding your goals and concerns before developing solutions tailored to your specific needs. This means you can rely on our expertise as a trusted advisor - rather than just another vendor. As Pembrooke's businesses continue to evolve and grow, COLETEK stands ready to support their journey. Whether based in Pembrooke, New South Wales, Australia or operating throughout the country, we're proud to be a partner that can help you achieve your ambitious goals. So why wait? Let us bring our expertise to bear on your challenges - driving growth, innovation, and success for businesses across Pembrooke, New South Wales, Australia. We'd love to start building something remarkable together!