AI & Machine Learning Services for Marlbed 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 Marlbed 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 Marlbed 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 Marlbed 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 is proud to be the trusted partner of forward-thinking businesses across Marlbed, Victoria, Australia. As a multidisciplinary Australian engineering and product development company established in 2001, we've spent two decades honing our skills and earning a reputation as innovators who deliver reliable solutions that drive growth. We're based in Marlbed, Victoria, Australia, which allows us to maintain close ties with local companies. Our team is dedicated to understanding the unique challenges faced by businesses in this region and developing customized products and engineering services that meet their specific needs. Whether you're a manufacturer, a service provider, or an entrepreneur, our expertise spans the entire product development lifecycle – from ideation to production. By partnering with COLETEK, Marlbed-based businesses can tap into our collective expertise, refined through countless projects across various industries. Our engineering capabilities enable us to tackle complex challenges, and our passion for innovation drives us to find creative solutions that transform your business. We're not just a team of experts – we're collaborators who work tirelessly to ensure your success. In a region like Marlbed, where growth and resilience are essential, businesses need partners they can rely on. At COLETEK, we take pride in being a trusted extension of our clients' teams. By operating throughout Marlbed, Victoria, Australia, as well as across the country, we've established a reputation for delivering results that exceed expectations. When you partner with us, you can be confident that your project is in capable hands. We're committed to providing exceptional engineering services that drive real-world impact, and our dedication to collaboration ensures that your voice is heard and your vision realized. If you're looking for a trusted partner to help you achieve your goals, explore the possibilities of working with COLETEK.