AI & Machine Learning Services for Glenpatrick 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 Glenpatrick 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 Glenpatrick 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 Glenpatrick 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 national player in the realm of engineering and product development, COLETEK has established itself as a reliable partner for businesses seeking innovative solutions to drive growth. With a strong reputation built over two decades, we've proudly supported companies across Glenpatrick, Victoria, Australia, and beyond. Since our inception in 2001, COLETEK has evolved into a multidisciplinary Australian engineering and product development company. Our unique blend of expertise, creativity, and collaboration has earned us recognition as a go-to partner for organizations seeking comprehensive engineering and product development services. We operate throughout Glenpatrick, Victoria, Australia, catering to the diverse needs of local businesses. Our team comprises talented engineers, designers, and developers who share a passion for innovative problem-solving. By leveraging our collective expertise, we ensure that clients receive tailored solutions that meet their specific requirements. With COLETEK, businesses in Glenpatrick, Victoria, Australia can trust that they're receiving top-notch engineering and product development support. We understand the importance of reliability when it comes to collaborating with an external partner. That's why we take a collaborative approach, working closely with clients to ensure seamless integration of our solutions into their operations. Our comprehensive capabilities enable us to deliver robust, scalable systems that meet the unique needs of Glenpatrick, Victoria, Australia-based businesses. By partnering with COLETEK, organizations in Glenpatrick, Victoria, Australia can access cutting-edge engineering and product development expertise that drives growth, improves efficiency, and enhances competitiveness. At COletek, we're dedicated to helping local businesses thrive by providing innovative solutions that address their specific challenges.