AI & Machine Learning Services for Glenalbyn 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 Glenalbyn 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 Glenalbyn 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 Glenalbyn 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 region nestled in the heart of Victoria, Australia, Glenalbyn is home to a thriving community of entrepreneurs and innovators. At COLETEK, we're proud to be serving businesses across Glenalbyn, Victoria, Australia, supporting their growth, and helping them stay ahead of the curve. With our multidisciplinary Australian engineering and product development company established in 2001, you can rest assured that your project is in trusted hands. At the forefront of innovation, COLETEK has earned a reputation as a reliable partner for businesses throughout Australia, including Glenalbyn, Victoria, Australia. Our team boasts expertise across multiple disciplines, allowing us to craft tailored solutions for industries ranging from aerospace and defence to manufacturing and beyond. When you collaborate with us, you can trust that we'll bring our collective knowledge and passion to the table, ensuring that your project meets the highest standards. Operating throughout Glenalbyn, Victoria, Australia, we're well-positioned to provide support to local businesses looking to drive innovation and achieve their goals. By combining cutting-edge technologies, industry expertise, and a collaborative approach, we empower clients to stay at the forefront of their respective fields. Whether you're seeking to improve existing processes, develop new products, or tackle complex engineering challenges, COLETEK is poised to help. Our commitment to reliability, collaboration, and capability has seen us earn a trusted reputation across Australia, including in Glenalbyn, Victoria, Australia. When your business requires forward-thinking solutions that drive results, partner with the experts at COLETEK. Together, we can build something remarkable.