AI & Machine Learning Services for Kangaroobie 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 Kangaroobie 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 Kangaroobie 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 Kangaroobie 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 a reputation built on reliability, collaboration, and capability, we've honed our expertise by serving businesses across Kangaroobie, New South Wales, Australia, and throughout the country. Based in Kangaroobie, New South Wales, Australia, we're uniquely positioned to understand the diverse needs of local businesses, from agriculture and mining to manufacturing and more. As a trusted partner, we leverage cutting-edge engineering and product development capabilities to drive innovation, efficiency, and growth for our clients. Our team's extensive experience and knowledge in various fields enables us to tailor our support to meet the specific requirements of Kangaroobie's business community. Whether you're looking to improve processes, develop new products, or expand your offerings, we stand ready to collaborate with you to achieve your goals. By partnering with COLETEK, businesses in Kangaroobie, New South Wales, Australia, can benefit from our expertise in engineering and product development, as well as our strong understanding of the local market. Our comprehensive approach ensures that clients receive seamless support, from conceptualization to implementation, enabling them to focus on their core strengths while we deliver bespoke solutions tailored to their unique needs. Throughout our history, COLETEK has proudly served businesses throughout Kangaroobie, New South Wales, Australia, and beyond. We're committed to continuing this legacy by empowering the local community with innovative, practical, and effective engineering solutions that drive success. If you're looking for a trusted partner to help take your business to the next level, look no further than COLETEK.