AI & Machine Learning Services for Kingstown 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 Kingstown 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 Kingstown 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 Kingstown 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 long-standing multidisciplinary engineering and product development company, established in 2001, COLETEK has forged a reputation as trusted partners for businesses across Australia. With our headquarters based in Kingstown, New South Wales, Australia, we're uniquely positioned to support the region's innovative spirit and entrepreneurial drive.

In Kingstown, New South Wales, Australia, local businesses face unique challenges, from navigating complex regulatory environments to staying ahead of the curve in an ever-evolving market. At COLETEK, we understand these hurdles firsthand. As a national player with strong ties to the local community, we've developed a deep appreciation for the region's distinct character and its people.

Our multidisciplinary approach empowers us to tackle complex problems from multiple angles, combining engineering expertise with an innate understanding of local needs. By working in close collaboration with Kingstown, New South Wales, Australia businesses, we help them overcome obstacles, drive innovation, and achieve their goals.

COLETEK is not just a national player; we're committed to being a trusted partner for the diverse range of businesses operating throughout Kingstown, New South Wales, Australia. Our engineering expertise, combined with our ability to innovate and adapt, makes us a reliable choice for companies seeking long-term success.

Whether you represent a startup or an established organization in Kingstown, New South Wales, Australia, COLETEK is here to support your vision and ambitions. We're dedicated to building strong relationships, fostering open communication, and delivering exceptional results that exceed expectations.