AI & Machine Learning Services for Old Station 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 Old Station 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 Old Station 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 Old Station 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.

Located in the heart of Old Station, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. For over two decades, we've been serving businesses across Old Station, New South Wales, Australia, providing innovative solutions to help them thrive.

As a trusted national reputation, COLETEK has built a strong track record of reliability, collaboration, and capability. We're proud of our people-centric approach, which empowers our team to deliver exceptional results for clients in Old Station, New South Wales, Australia, as well as throughout Australia. Our goal is to develop tailored solutions that meet the unique needs of each business, backed by a deep understanding of the local market.

At COLETEK, we believe that every business has the potential to achieve remarkable things with the right support. That's why we're dedicated to being a trusted partner for Old Station, New South Wales, Australia, and Australian businesses alike. Whether you're looking to launch a new product, expand your operations, or drive innovation across your organization, our team is here to help.

We take pride in our ability to operate throughout the region, serving clients based in Old Station, New South Wales, Australia. Our local presence allows us to develop a deep understanding of the unique challenges and opportunities facing businesses in the area, enabling us to deliver tailored solutions that drive real results.

When you partner with COLETEK, you can expect expert guidance, cutting-edge technology, and collaborative approach that puts your business first. We're committed to delivering exceptional outcomes for every client we work with, regardless of their size or industry.