AI & Machine Learning Services for Jeir 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 Jeir 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 Jeir 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 Jeir 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 trusted partner for businesses across Jeir, New South Wales, Australia and throughout the country, COLETEK has earned its reputation as a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts is committed to delivering reliable solutions that drive growth and prosperity for organizations like yours. Located in the heartland of our great nation, we're proud to be based in Jeir, New South Wales, Australia – a region rich in innovation and entrepreneurial spirit. As such, we've built a strong understanding of the unique challenges faced by local businesses and have developed solutions that cater specifically to their needs. With years of experience in engineering and product development, our team has honed its skills in collaboration and capability-building, working with clients from diverse industries to bring new ideas to life. We take pride in being more than just a technology provider – we're a trusted partner who empowers businesses to achieve their full potential. When serving businesses across Jeir, New South Wales, Australia, we understand the importance of reliability, adaptability, and local know-how. Our team is dedicated to forging close relationships with our clients, listening to their needs, and delivering tailored solutions that meet the distinct challenges faced by regional organizations like those in this area. Throughout Australia, businesses have benefited from COLETTEK's comprehensive approach to engineering and product development. We've helped organisations overcome obstacles, pursue new opportunities, and drive progress. By leveraging our multidisciplinary expertise, we support local innovation, stimulate economic growth, and contribute to the betterment of communities like Jeir, New South Wales, Australia. If you're seeking a partner that understands your unique needs and can help you achieve remarkable results, look no further than COLETEK. With our heritage in engineering and product development, and our passion for collaboration, we're ready to empower you and your business to seize new opportunities and thrive in the years ahead.