AI & Machine Learning Services for Isabella 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 Isabella 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 Isabella 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 Isabella 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.

For over two decades, COLETEK has established itself as a trusted and innovative multidisciplinary Australian engineering and product development company. With operations based in Isabella, New South Wales, Australia, we take pride in serving businesses across this beautiful region, providing tailored solutions to meet their unique needs.

At COLETEK, we understand the importance of reliability, collaboration, and capability for local businesses like yours. Our team of experts is dedicated to delivering exceptional results that drive growth, while forging strong relationships with our clients and partners. Whether you're a startup or an established player in the Isabella business landscape, our expertise extends beyond traditional engineering boundaries.

Over the years, we've developed a reputation for harnessing cutting-edge technologies and innovative methodologies to solve complex problems. Our multidisciplinary approach combines the strengths of engineers, designers, and thinkers from various disciplines under one roof, ensuring that every project is approached with a holistic perspective. By drawing on our national network of experts and resources, we can provide tailored solutions that address local challenges in areas such as manufacturing, infrastructure development, and sustainable practices.

With experience in a wide range of industries, we've become accustomed to the unique demands and regulations associated with operating throughout Australia, including Isabella. Our commitment to delivering high-quality services has earned us recognition as a trusted partner for many businesses across this region.

If your Isabella-based business is seeking an engineering and product development partner that understands the intricacies of local operations while offering national scope and expertise, look no further than COLETEK. We're uniquely positioned to support your organization's growth aspirations by leveraging our collective knowledge and experience in engineering and product development.