AI & Machine Learning Services for Runnymede 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 Runnymede 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 Runnymede 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 Runnymede 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation as a trusted partner for businesses throughout the country, including those serving the vibrant community of Runnymede, Victoria, Australia. With a strong track record of delivering innovative solutions that drive growth and efficiency, we're well-equipped to support local businesses in this thriving region.

From our base in Runnymede, Victoria, Australia, we've had the privilege of collaborating with an array of clients, helping them navigate complex technological challenges and develop tailored products and systems that meet their unique needs. Whether you're a manufacturer, a service provider, or a manufacturer-turned-service-provider (and everything in between!), we're here to listen, collaborate, and empower your organization to achieve its goals.

At COLETEK, we take pride in our ability to provide reliability and consistency, even in the most fast-paced and ever-changing environments. Our team of seasoned engineers and product developers bring together diverse skills and expertise to deliver high-quality solutions that operate harmoniously with existing infrastructure.

By choosing COLETEK as your trusted engineering and product development partner, you can trust that you're not just receiving outstanding technical assistance – you're gaining a valuable ally who understands the nuances of operating in Runnymede, Victoria, Australia. Our depth of knowledge, combined with our commitment to collaboration and innovation, sets us apart from other organizations.

So why settle for anything less than the best when it comes to engineering expertise in Runnymede, Victoria, Australia? When you're ready to take your business to the next level or develop a new product that resonates with your customers, we invite you to explore how COLETEK can support your endeavors.