AI & Machine Learning Services for Allynbrook 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 Allynbrook 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 Allynbrook 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 Allynbrook 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 trusted partner for businesses across Allynbrook, New South Wales, Australia, COLETEK brings over two decades of experience in engineering and product development to the table. Our multidisciplinary team of experts is committed to delivering innovative solutions that drive success. Established in 2001, our Australian-based company has earned a reputation for reliability and collaboration with businesses across various industries. From concept to delivery, we seamlessly integrate engineering and product development expertise to help you achieve your goals. With operations throughout Australia, including Allynbrook, New South Wales, you can count on us to be your go-to partner. Our team of engineers and developers is dedicated to understanding the unique challenges and opportunities facing businesses in Allynbrook, New South Wales, Australia. We work closely with clients to identify areas for improvement and develop tailored solutions that drive growth and profitability. At COLETEK, we understand that every business has its own story. That's why we take a collaborative approach to engineering and product development, partnering with you to create innovative solutions that meet your specific needs and goals. Whether you're looking to enhance operational efficiency, improve customer experience, or boost market competitiveness, our team is equipped to help. Our commitment to innovation, reliability, and collaboration has earned us a trusted national reputation for delivering exceptional results. If you're based in Allynbrook, New South Wales, Australia, or anywhere else across the country, we're here to support your business goals. Today, COLETEK stands as a testament to the power of engineering and product development in driving success. Let's build something remarkable together.