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.

Proudly based in Clydesdale, Victoria, Australia since 2001, COLETEK has earned a reputation as a trusted multidisciplinary engineering and product development company. With years of experience serving businesses across Clydesdale, Victoria, Australia, we understand the unique challenges and opportunities that exist in this region. Our team is dedicated to helping organizations like yours thrive by providing innovative solutions tailored to their specific needs. As a truly Australian company with national roots, COLETEK boasts a wealth of knowledge and expertise gained from working with diverse clients across various industries. This broad exposure enables us to appreciate the distinct characteristics of Clydesdale's business landscape and deliver customized engineering and product development services that meet the region's unique demands. Whether you're an established organization or a new startup in Clydesdale, Victoria, Australia, our aim is to ensure your project achieves its desired outcome. COLETEK's commitment to reliability, collaboration, and capability sets us apart from other engineering and product development companies. Our comprehensive approach allows for seamless integration with existing processes and systems, ensuring minimal disruption to ongoing operations. By drawing on our national expertise and local market understanding, we empower Clydesdale-based businesses to remain competitive while driving growth and innovation. From conceptualization through design, prototyping, testing, and deployment, COLETEK's multidisciplinary team takes a holistic view of your project requirements. Our goal is to create value for your organization by developing innovative products and solutions that solve real-world problems. Let us leverage our collective expertise to help your business succeed in Clydesdale, Victoria, Australia. At COLETEK, we're passionate about what we do and dedicated to delivering exceptional results. As a trusted partner for organizations across Clydesdale, Victoria, Australia and throughout Australia, we're committed to empowering local businesses like yours to thrive in today's fast-paced market.