AI & Machine Learning Services for Mount Elliot 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 Mount Elliot 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 Mount Elliot 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 Mount Elliot 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 business owner or technical decision-maker in Mount Elliot, New South Wales, Australia, you understand the importance of having a trusted partner to drive your projects forward. In a region known for its rich natural resources and strong manufacturing sector, COLETEK is committed to supporting businesses like yours, providing expert engineering and product development solutions that meet your unique needs. With over 20 years of experience and a national reputation built on reliability, innovation, and collaboration, COLETEK is the perfect partner to help you achieve your goals. As a multidisciplinary Australian engineering and product development company established in 2001, we have a proven track record of delivering results for businesses across Mount Elliot, New South Wales, Australia and throughout the country. By partnering with COLETEK, you can leverage our team's expertise in design, prototyping, testing, and manufacturing to bring new products and services to life. Our engineers and designers work closely with clients to understand their specific challenges and develop tailored solutions that meet their unique needs. Whether you're looking to improve operational efficiency, reduce costs, or stay ahead of the competition, COLETEK has the skills, experience, and resources to help you succeed. As a business operating in Mount Elliot, New South Wales, Australia, you can rely on our local expertise and deep understanding of the region's unique challenges. Our team is committed to working closely with businesses like yours, serving as an extension of your own organization and providing the technical know-how to drive innovation and growth. With COLETEK by your side, you can be confident that your projects are in good hands, allowing you to focus on what matters most – growing your business.