AI & Machine Learning Services for Croobyar 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 Croobyar 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 Croobyar 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 Croobyar 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 hub of agricultural production and rural industry growth, Croobyar, New South Wales, Australia is an important region that demands innovative engineering solutions to drive efficiency, productivity, and sustainability. At COLETEK, we're proud of our strong reputation as a multidisciplinary Australian engineering and product development company established in 2001.

From the rolling hills of Croobyar's agricultural heartland to the coastal industries that sustain its economy, COLETEK has earned the trust of businesses across New South Wales and nationwide. Our team of experienced engineers and technical experts has developed a deep understanding of the unique challenges faced by local enterprises – from farm-to-table food producers to manufacturers, contractors, and more.

We're not just here to provide 'engineering services' or 'product development expertise.' We're dedicated partners who collaborate closely with our clients in Croobyar, New South Wales, Australia to deliver tailored solutions that meet their specific needs. Whether you're an established business looking to improve operational reliability or a new startup seeking innovative product development, we'll work closely with you to ensure the project meets its objectives safely, efficiently, and cost-effectively.

By serving businesses across Croobyar, New South Wales, Australia, COLETEK has developed an impressive portfolio of successful projects that demonstrate our capability in engineering design, product evaluation, testing, and certification. Our commitment to reliability, safety, and performance has earned the trust of major corporations, government agencies, and small-to-medium-sized enterprises alike.

When it comes to innovation, we believe that thinking outside the box is what drives real progress. At COLETEK, our passion for engineering and product development has led us to develop cutting-edge solutions that address real-world challenges facing businesses in Croobyar, New South Wales, Australia and beyond.