AI & Machine Learning Services for Clydesdale 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 Clydesdale 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 Clydesdale 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 Clydesdale 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 decision-maker in Clydesdale, New South Wales, Australia, you understand the importance of finding a trusted partner to help drive your operations forward. At COLETEK, we pride ourselves on being a multidisciplinary Australian engineering and product development company established in 2001 with a national reputation built on reliability, innovation, and collaboration.

Based in Clydesdale, New South Wales, Australia, we operate throughout the region and country, providing essential support to businesses of all sizes. Our experienced team is dedicated to helping you overcome unique challenges and seize new opportunities. Whether you're looking to improve existing processes or develop cutting-edge products, our expertise spans a wide range of industries and applications.

What sets us apart from other engineering and product development companies serving businesses across Clydesdale, New South Wales, Australia is our passion for building strong relationships with our clients. We believe that by working closely together, we can better understand your needs and deliver tailored solutions that drive real results. From concept to delivery, you'll have a dedicated partnership with our team.

At COLETEK, we're more than just engineers; we're problem-solvers, innovators, and trusted advisors. We've earned a reputation as a reliable partner in the world of engineering and product development, serving businesses throughout Clydesdale, New South Wales, Australia and beyond. When you work with us, you can rest assured that your projects are in good hands.

We're proud to be part of the Clydesdale, New South Wales, Australia community and committed to making a positive impact through our work. Whether you're looking to revolutionize your operations or develop new products, we have the expertise and passion to help you succeed. Let us bring our skills and experience to the table to drive your business forward.