AI & Machine Learning Services for Madalya 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 Madalya 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 Madalya 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 Madalya 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for reliability, collaboration, and capability that spans the nation. Based in Madalya, Victoria, Australia, we're committed to supporting businesses across this great region, fostering growth, and driving innovation. As you navigate the complexities of modern engineering and product development, it's more crucial than ever to partner with a trusted ally that can help you overcome challenges and seize opportunities. At COLETEK, our focus on multidisciplinary expertise enables us to bridge the gaps between disciplines, tackling projects that would be daunting for any one company alone. With over two decades of experience under our belts, we've honed our skills in addressing the unique needs of businesses operating throughout Madalya, Victoria, Australia and beyond. Our team of experts is dedicated to working closely with your organization to understand its challenges and goals. By leveraging the collective knowledge and expertise gained from projects across various industries and sectors, we develop tailored solutions that not only meet but often exceed client expectations. Serving businesses across Madalya, Victoria, Australia, COLETEK has established itself as a trusted partner for navigating the ever-evolving engineering landscape. When you work with COLETEK, you can rely on: * Unwavering commitment to collaboration and communication * Proven expertise in multiple disciplines * Ability to tackle complex projects from concept to delivery * Flexibility to accommodate changing requirements and priorities At COLETEK, we're not just an engineering and product development company – we're a trusted partner for businesses seeking innovative solutions. Operating throughout Madalya, Victoria, Australia, our team is dedicated to helping you succeed.