AI & Machine Learning Services for Glenelg 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 Glenelg 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 Glenelg 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 Glenelg 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 thriving coastal suburb in New South Wales, Australia, Glenelg is home to a diverse range of businesses that drive the local economy. At COLETEK, we understand the unique challenges and opportunities faced by entrepreneurs and business owners in this picturesque area. Established in 2001 as a multidisciplinary Australian engineering and product development company, our team has spent two decades honing our expertise, building innovative solutions, and earning the trust of clients across Australia – including Glenelg. Based in Glenelg, New South Wales, Australia, COLETEK operates throughout this region, leveraging our local knowledge to deliver reliable and collaborative services that address the distinct needs of area businesses. Whether you operate a small startup or an established enterprise, we're committed to partnering with you to drive growth, improve efficiency, and enhance your competitive edge. Our engineers and product developers bring a passion for innovation and problem-solving to every project we tackle. By combining cutting-edge technology with deep understanding of local market conditions, we craft solutions that are tailored to Glenelg's specific needs and opportunities. From concept design to prototype testing and production, our multidisciplinary approach ensures seamless collaboration and streamlined delivery. COLETEK is proud to serve businesses across Glenelg, New South Wales, Australia and beyond, providing the capability and expertise required to excel in today's fast-paced business environment. If you're looking for a trusted partner to help your company thrive, we invite you to explore the possibilities with us. Whether you're seeking guidance on product development, manufacturing, or engineering-related challenges, our experienced team is ready to collaborate, innovate, and deliver results that exceed your expectations. Operating throughout Glenelg, New South Wales, Australia, COLETEK is dedicated to being your trusted innovator for business growth and success. Let's build something remarkable together: