AI & Machine Learning Services for Greenway 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 Greenway 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 Greenway 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 Greenway 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.

For over two decades, COLETEK has been a trusted partner for businesses across Australia, empowering them to innovate, grow, and succeed. Our multidisciplinary engineering and product development company, established in 2001, has built a reputation for delivering exceptional results through seamless collaboration and unwavering dedication. As we expand our reach into the thriving Greenway, Australian Capital Territory community, we're committed to harnessing our expertise and passion to stimulate local economic growth.

The beauty of COLETEK lies in our ability to bring diverse perspectives together, forging innovative solutions that drive real-world impact. Our team's collective experience spans industrial sectors, from aerospace and defense to medical devices and consumer products. By blending artful design with rigorous engineering know-how, we help businesses in Greenway, Australian Capital Territory navigate complex challenges, optimize their offerings, and stay ahead of the curve.

As a company based in Greenway, Australian Capital Territory, we share the local business community's values and understand its unique needs. We're well-equipped to provide bespoke support, leveraging our deep understanding of the region's opportunities and constraints. Our goal is to empower entrepreneurs, startups, and established companies alike to capitalize on the area's vibrant entrepreneurial spirit and take their products or services to new heights.

In an ever-evolving landscape, COLETEK commits to being your strategic partner in innovating, developing, and refining. By joining forces with us, you'll tap into a wealth of expertise, creativity, and passion for turning ideas into tangible achievements. Operating throughout Greenway, Australian Capital Territory and nationwide, we're poised to bring your vision to life.