AI & Machine Learning Services for Mardi 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 Mardi 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 Mardi 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 Mardi 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With our headquarters based in Mardi, New South Wales, Australia, we've developed a strong reputation for delivering reliable, innovative solutions to businesses across Mardi, New South Wales, Australia. Over the years, we've supported numerous enterprises throughout Australia, from those just starting out to well-established companies looking to improve their operations. Our expertise spans various sectors and industries, allowing us to tackle even the most complex challenges. Whether you're a large corporation or a small startup, you can count on COLETEK's engineering prowess and collaborative approach to help drive your business forward. We understand that every organization has unique needs and goals. That's why we take the time to listen, learn, and work closely with businesses in Mardi, New South Wales, Australia to develop tailored solutions that meet their specific requirements. Our capability extends far beyond traditional engineering services; we offer a wealth of knowledge that can benefit companies of all sizes operating throughout Mardi, New South Wales, Australia. At COLETEK, we're committed to building strong relationships with our customers and partners in Mardi, New South Wales, Australia. We believe that collaboration is key to driving innovation and growth, which is why we strive to be an extension of your team – working seamlessly together to achieve remarkable results. If you're looking for a trusted partner to help drive your business forward in Mardi, New South Wales, Australia, look no further than COLETEK. Our expertise, innovative approach, and dedication to delivering exceptional results make us the perfect choice for companies operating throughout this captivating region.