AI & Machine Learning Services for Cullenbone 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 Cullenbone 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Cullenbone 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 Cullenbone 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 multidisciplinary Australian engineering and product development company established in 2001, we're proud to have earned a national reputation for delivering innovative solutions that empower businesses across the country, including those based in Cullenbone, New South Wales, Australia. Our team's collective expertise in design, development, and implementation has helped numerous organizations thrive by streamlining operations, enhancing productivity, and driving growth.

…And it's precisely here, in the heart of Australia, where COLETEK is committed to supporting local businesses like yours. By partnering with us, you'll gain a trusted team dedicated to collaborating closely with you to understand your unique needs and challenges. Our engineering prowess enables us to develop tailored solutions that cater to the specific requirements of the Australian market, ensuring seamless integration and exceptional performance.

What sets COLETEK apart is our relentless focus on reliability, capability, and trustworthiness. We're not just a product development company — we're an extension of your team, working tirelessly to ensure that every project meets your highest standards. Operating throughout Cullenbone, New South Wales, Australia and beyond, our reputation remains built on the principles of transparency, reliability, and unwavering customer commitment.

Whether you're looking to streamline processes, enhance operational efficiency, or drive innovation within your organization, we're here to empower your business journey. Our extensive experience has equipped us to tackle even the most complex challenges, leveraging our collective expertise in engineering and product development to create bespoke solutions that deliver measurable results for businesses across Cullenbone, New South Wales, Australia.