AI & Machine Learning Services for Koetong 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 Koetong 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 Koetong 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 Koetong 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 locally established and nationally renowned multidisciplinary engineering and product development company, based in Koetong, Victoria, Australia, COLETEK has been trusted by businesses of all sizes across the region. Our innovative approach, exceptional reliability, and collaborative spirit have earned us a reputation for delivering tailor-made solutions that cater to the unique needs of operations in Koetong. From concept to realization, we're dedicated to empowering local industries with our expertise in engineering and product development. By leveraging our extensive experience, gained over nearly two decades, as well as our national reach, we've developed a comprehensive understanding of the challenges faced by businesses operating throughout Koetong, Victoria, Australia. This allows us to provide tailored support that addresses specific pain points and fosters long-term growth. Our capability is built on the foundation of engineering excellence, ensuring seamless integration with existing infrastructure and processes. By forming genuine partnerships with local businesses, we cultivate a deep understanding of their requirements, enabling the development of custom-built solutions that streamline operations, improve efficiency, and drive innovation. Whether you're a startup or an established player in Koetong's diverse economy, we'll work closely with your team to achieve your goals. As a dependable ally for businesses across Koetong, Victoria, Australia, COLETEK is committed to delivering exceptional results through our expertise in engineering and product development. By collaborating with us, you can rest assured that your project or operation will benefit from the very best local knowledge, combined with our nation-wide reach.