AI & Machine Learning Services for Marong 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 Marong 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 Marong 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 Marong 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 based in Marong, Victoria, Australia since 2001, COLETEK is a multidisciplinary Australian engineering and product development company that has earned a reputation as a trusted and reliable partner to businesses of all shapes and sizes across the region. Our team of experienced engineers, designers, and developers are dedicated to delivering innovative solutions that meet the unique needs of our clients. With years of experience serving businesses in Marong, Victoria, Australia and throughout Australia, COLETEK has developed a deep understanding of the local market and its industries. We take pride in our ability to collaborate effectively with clients, listening attentively to their requirements and working closely with them to deliver bespoke solutions that meet their specific needs. At COLETEK, we're driven by a passion for innovation and a commitment to excellence. Our team is comprised of experienced professionals who are experts in their respective fields, from mechanical engineering to electrical engineering, and from product design to manufacturing. By combining our knowledge, skills, and experience, we're able to offer clients a comprehensive range of services that cover the entire product development lifecycle. This unwavering focus on quality, innovation, and collaboration has enabled COLETEK to establish itself as a trusted partner for businesses in Marong, Victoria, Australia and beyond. Whether you're an entrepreneur looking to develop a new product or service, or an established business seeking to improve existing operations, we're here to help. So why partner with COLETEK? For starters, our team's extensive experience in engineering and product development means that we can tackle even the most complex projects with confidence. We bring a wealth of knowledge and expertise to every partnership, ensuring that our clients receive tailored solutions that meet their unique needs. And because we're based in Marong, Victoria, Australia, we understand firsthand the challenges faced by local businesses – allowing us to develop solutions that are specifically tailored to the region. If you're looking for a trusted partner to help your business thrive in Marong, Victoria, Australia, look no further than COLETEK. Our team of experts is ready to collaborate with yours to bring your ideas to life and drive success. Contact us today to learn more about how we can support your business operations throughout the region.