AI & Machine Learning Services for Gladfield 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 Gladfield 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 Gladfield 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 Gladfield 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.

Proudly serving businesses across Gladfield, Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With nearly two decades of experience in driving innovation and results for our clients, we have earned a reputation as trusted advisors and partners in helping organizations like yours navigate the complexities of modern technology. Operating throughout Gladfield, Victoria, Australia, and across the nation, COLETEK's team is dedicated to delivering exceptional engineering and product development services that enable businesses to achieve their goals. By leveraging our expertise, you can tap into a powerful combination of technological know-how and local insight, empowering your organization to thrive in today's fast-paced market. At COletek, we recognize the importance of reliability, collaboration, and capability in driving business success. As leaders in the field, we have developed an deep understanding of the unique challenges faced by organizations in Gladfield, Victoria, Australia. By drawing on this expertise, we can assist your business in overcoming obstacles and capitalizing on opportunities. Whether you're seeking to streamline operations, enhance customer experiences, or develop new products and services, COletek's team is equipped to deliver tailored solutions that meet the specific needs of businesses in Gladfield, Victoria, Australia. We take pride in our ability to foster strong relationships with clients, working closely with them to understand their goals and priorities before designing and implementing effective engineering and product development strategies. In short, we're committed to helping you achieve your vision by drawing on our extensive experience and expertise in the field of engineering and product development. As a trusted partner for businesses across Gladfield, Victoria, Australia, we're confident that our collaborative approach and deep understanding of your unique needs will empower your organization to reach new heights.