AI & Machine Learning Services for Edrom 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 Edrom 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 Edrom 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 Edrom 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 based in Edrom, New South Wales, Australia, you understand the importance of having a trusted partner to help drive innovation and growth. For over two decades, COLETEK has stood out as a premier multidisciplinary Australian engineering and product development company, with a reputation for delivering exceptional results across diverse industries. Based in Edrom, New South Wales, Australia, we take pride in our commitment to serving businesses across this region and beyond. Our team of experts is dedicated to helping clients like yours navigate the complexities of product design, development, and deployment. With COLETEK on your side, you can rest assured that your project will receive the attention it deserves, from concept to launch. What sets us apart? Our relentless focus on engineering excellence, for starters. Our experienced professionals bring a breadth of knowledge and expertise to every project, ensuring that our clients receive innovative solutions tailored to their unique needs. We're not just about building products – we're about building relationships, trust, and collaboration. And it's precisely this commitment to partnership that has earned us a trusted reputation nationally. Operating throughout Australia, COLETEK is well-positioned to support businesses in Edrom, New South Wales, Australia, as they strive for excellence. Our capabilities are not limited to a single sector or technology; instead, we take on the challenge of developing innovative products and solutions across multiple markets, from aerospace and defense to healthcare and consumer goods, among others. Our philosophy is simple: reliability, collaboration, and capability. We believe that by combining these three pillars, we can help our clients achieve remarkable results and stay ahead of the competition. And it's this dedication to delivering value that has earned us a trusted reputation as a go-to partner for businesses seeking expertise in product development and engineering. So why choose COLETEK? Because we know that partnering with a reliable and capable organization can make all the difference in your project's success. Let us leverage our expertise to drive innovation, streamline processes, and propel your business forward.