AI & Machine Learning Services for Clyde 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 Clyde 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 Clyde 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 Clyde 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 thriving community in the heart of Australia, Clyde is home to a diverse range of industries and innovations. At COLETEK, we're proud to be a trusted partner for businesses across Clyde, New South Wales, Australia, providing expert engineering and product development solutions that drive growth, improvement, and success.

Established in 2001, COLETEK is a multidisciplinary Australian company with a reputation for delivering reliable, collaborative, and capable solutions. Our team of experts brings together industry-leading skills and experience to help clients address the unique challenges they face. With our expertise, we've helped numerous businesses across various sectors overcome obstacles, seize new opportunities, and achieve their goals.

In Clyde, New South Wales, Australia and beyond, COLETEK is committed to supporting local businesses and organizations, providing them with the tools and resources needed to thrive in a rapidly changing world. Whether you're looking for innovative solutions to improve your operations, enhance customer experiences, or drive digital transformation, we're here to help.

At COLETEK, we don't just provide products or services - we partner with our clients across Clyde, New South Wales, Australia, and throughout the country, drawing on our extensive experience in engineering and product development. Our approach is centered around collaboration, trust, and a deep understanding of our clients' needs.

We've built an impressive track record of success by consistently delivering high-quality outcomes for our partners across Clyde, New South Wales, Australia. By choosing COLETEK as your trusted partner, you can rely on expert advice, cutting-edge solutions, and unwavering support to help you achieve remarkable results. Why settle for average when you can build something extraordinary?