AI & Machine Learning Services for Elsmore 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 Elsmore 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 Elsmore 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 Elsmore 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has been serving businesses across Elsmore, New South Wales, Australia, and throughout the country. With a reputation built on innovation, reliability, and collaboration, we've become a trusted partner for organizations seeking to improve their capabilities and stay ahead of the curve. Our dedicated team is committed to providing tailored support to businesses in Elsmore, New South Wales, Australia, leveraging our expertise to help them overcome challenges, drive growth, and achieve success. Whether you're a local startup or an established enterprise, we're here to empower your operations with cutting-edge engineering solutions that meet the unique needs of your industry. At COLETEK, we understand that every business has its own distinct character and set of requirements. That's why we take the time to get to know our clients' goals, challenges, and aspirations intimately. We then work with them to develop custom product development strategies that address their specific pain points and leverage our expertise in engineering to deliver innovative solutions. Our extensive experience spans multiple industries and sectors, from manufacturing and logistics to healthcare and finance. Our team of expert engineers is well-versed in the latest technologies and trends, ensuring that we stay ahead of the curve and provide the most effective solutions for businesses operating across Elsmore, New South Wales, Australia. By partnering with COLETEK, you can expect reliable, timely delivery of high-quality products and services that meet your exacting standards. We're committed to building long-term relationships with our clients, taking the time to understand their needs, and providing ongoing support as they grow and evolve. If you're looking for a trusted partner to help drive growth and success in Elsmore, New South Wales, Australia, look no further than COLETEK. Let's build something remarkable together.