AI & Machine Learning Services for Kooloonong 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 Kooloonong 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 Kooloonong 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 Kooloonong 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.

In the heart of Kooloonong, Victoria, Australia, businesses are looking for trusted partners to drive growth and innovation. Meet COLETEK, a multidisciplinary Australian engineering and product development company established in 2001. With extensive experience in serving businesses across Kooloonong, Victoria, Australia, and beyond, we're uniquely positioned to support local companies in their pursuit of excellence.

As a reputable national player, COLETEK has built a strong reputation for reliability, collaboration, and capability. Our team of experts is dedicated to understanding the unique needs of businesses in Kooloonong, Victoria, Australia, and developing tailored solutions that meet their exacting standards. Whether you're looking to streamline operations, enhance product performance, or simply improve overall efficiency, we have the expertise and innovation to make it happen.

We take pride in operating throughout Kooloonong, Victoria, Australia, and understanding the regional nuances that set us apart from others. Our engineers and product developers are passionate about working closely with businesses to identify opportunities for growth and improvement. By combining cutting-edge technology, creative problem-solving, and a deep appreciation for local culture, we're able to deliver exceptional results that exceed our clients' expectations.

If you're looking for a trusted partner to help your business thrive in Kooloonong, Victoria, Australia, look no further than COLETEK. We're committed to serving businesses across this region and throughout Australia, with the resources, expertise, and local knowledge necessary to drive success. At COLETEK, we believe that together, anything is possible.