AI & Machine Learning Services for Breadalbane 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 Breadalbane 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 Breadalbane 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 Breadalbane 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.

In the heart of New South Wales, Australia, lies Breadalbane – a thriving community rich in history and natural beauty. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to serve businesses across Breadalbane and throughout the region.

Our team of experts has honed their skills through years of innovative problem-solving and collaboration on diverse projects national and international. This reputation for reliability and capability earns us trust with clients, allowing us to build strong relationships as we guide them towards success.

We take pride in our ability to adapt to unique needs – whether you're an established manufacturer looking to enhance product development or a startup seeking innovative solutions to drive growth. Our expertise spans multiple disciplines, including engineering design and development, R&D, project management, and technical advisory services. By leveraging this broad capability base, we empower businesses in Breadalbane, New South Wales, Australia to tackle complex challenges head-on.

In serving businesses across Breadalbane, New South Wales, Australia, COLETEK emphasizes the importance of collaboration, fostering a culture of engagement and open communication. We believe that success stems from the synergy between creative visionaries, skilled engineers, and dedicated project managers working together towards a common goal – delivering transformative results.

If you're a business owner or technical decision-maker looking for trusted partners to support your endeavors in Breadalbane, New South Wales, Australia, we invite you to explore our capabilities further. With COLETEK on your side, you can rest assured that your engineering and product development projects are in capable hands.