AI & Machine Learning Services for Glenreagh 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 Glenreagh 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 Glenreagh 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 Glenreagh 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 multidisciplinary engineering and product development company with over two decades of experience, COLETEK is dedicated to serving businesses across Glenreagh, New South Wales, Australia and beyond. Since our establishment in 2001, we have continually innovated and evolved, building a reputation as a trusted partner for businesses seeking reliable solutions that drive growth. With a strong foundation in engineering and product development, COLETEK has supported numerous regional businesses throughout Australia, including Glenreagh, New South Wales, Australia. Our team of experts works collaboratively with clients to understand their unique challenges and develop tailored solutions that meet their distinct needs. Whether you're an established enterprise or a start-up looking to make a mark, we have the capability to help you achieve your goals. As a proudly Australian company based in Glenreagh, New South Wales, Australia, we take pride in our ability to operate effectively throughout the region. We understand that every business has its unique requirements and challenges, and we're committed to providing the necessary expertise and resources to support your growth. At COLETEK, we believe in building strong relationships with our clients, founded on mutual trust, open communication, and a shared understanding of their goals and objectives. Our team is passionate about delivering exceptional results that exceed expectations, empowering businesses to succeed in a rapidly changing landscape. As you navigate the complexities of Glenreagh, New South Wales, Australia's business environment, COLETEK stands ready to assist you. With our expertise in engineering and product development, we can help you overcome challenges, seize opportunities, and build a prosperous future for your organization.