AI & Machine Learning Services for One Mile 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 One Mile 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 One Mile 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 One Mile 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 hub of industry and commerce in the heart of New South Wales, One Mile is an exciting location to watch unfold its innovative spirit. At COLETEK, we share this passion for progress and are proud to serve businesses across One Mile, New South Wales, Australia with our multidisciplinary expertise in engineering and product development.

With over two decades of experience since our establishment in 2001, COletek has built a trusted national reputation for delivering innovative solutions that transform industries. Our team combines exceptional technical skills with deep understanding of local markets to empower businesses like yours in One Mile, New South Wales, Australia, as well as throughout the entire country.

We take pride in our collaborative approach, working closely with clients to understand their unique needs and challenges. As a multidisciplinary company, we're equipped to tackle complex engineering and product development projects that require diverse skill sets. By leveraging our capabilities, you can rely on us for reliable and dependable support that propels your business forward.

Operating throughout Australia, including the One Mile, New South Wales, Australia region, COletek is committed to empowering local businesses like yours with innovative solutions that drive growth and success. We're dedicated to serving this diverse regional area, providing trusted guidance and expertise that makes a meaningful difference in the daily operations of your business.

In today's fast-paced digital landscape, finding the right partner can be crucial for reaching new heights. As COletek continues to grow its presence in One Mile, New South Wales, Australia, we remain committed to being an integral part of this forward-thinking community. By joining forces with our team, you'll gain a trusted ally who understands your distinct needs and is dedicated to delivering results that make a lasting impact.