AI & Machine Learning Services for Glen Alice 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 Glen Alice 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 Glen Alice 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 Glen Alice 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.

COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, has been proudly serving businesses across Glen Alice, New South Wales, Australia for two decades. Our team of experts is equipped to tackle the most complex challenges and provide bespoke solutions that drive success.

With offices based in Glen Alice, New South Wales, Australia, we're well-positioned to support local enterprises throughout the region. We understand the unique needs and opportunities that Glen Alice presents, and our team of engineers is dedicated to delivering tailored solutions that address the specific challenges you face as a business owner or technical decision-maker.

Through innovative engineering and product development expertise, we empower businesses in Glen Alice, New South Wales, Australia to stay ahead of the curve. We collaborate closely with clients to develop reliable, efficient, and cost-effective solutions that meet their exact needs. Our extensive experience spans multiple industries, ensuring that we're equipped to handle even the most complex projects.

We take pride in our reputation as a trusted partner for businesses in Glen Alice, New South Wales, Australia and nationwide. Our commitment to reliability, collaboration, and capability has earned us recognition as a go-to engineering and product development company for organizations seeking innovative solutions that drive growth.

As a business owner or technical decision-maker in Glen Alice, New South Wales, Australia, you deserve reliable support that helps you navigate the challenges of your industry. When you partner with COLETEK, you gain access to expert engineering and product development capabilities, expertly tailored to meet the unique needs of your organization.