AI & Machine Learning Services for Pyramul 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 Pyramul 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 Pyramul 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 Pyramul 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 leader in Pyramul, New South Wales, Australia, you understand the importance of reliability and collaboration. That's why partnering with a trusted and experienced engineering company like COLETEK can be instrumental in driving your success.

With over 20 years of multidisciplinary engineering expertise, we've built a reputation as a go-to partner for innovative product development and engineering solutions throughout Australia, including Pyramul, New South Wales. Our national reach means you can trust us to deliver results that meet the unique demands of your business in this region.

Our team of experts is dedicated to understanding your specific challenges and developing tailored solutions that drive efficiency, reduce costs, and increase productivity. Whether you're facing an engineering hurdle or looking to improve an existing process, our wealth of experience and capabilities can help you achieve your goals.

In Pyramul, New South Wales, Australia and beyond, COLETEK is recognized for its commitment to collaboration, innovation, and exceptional customer service. We take pride in being a trusted partner for local businesses, offering flexible solutions that cater to the unique needs of this region. Our national presence means we can quickly respond to your engineering requirements, ensuring minimal downtime and maximum efficiency.

Whether you're seeking innovative product development, process optimization, or comprehensive engineering consulting services, COLETEK is here to support your Pyramul, New South Wales, Australia-based business every step of the way. Our expertise spans multiple industries and disciplines, enabling us to provide flexible solutions that address your specific needs.

When you partner with us, you can rest assured that you're working with a team that truly understands the challenges and opportunities presented by Pyramul, New South Wales, Australia's unique environment. Let our experts help you drive results, reduce costs, and increase productivity – it's time to unlock your business potential.