AI & Machine Learning Services for Limeburners Creek 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 Limeburners Creek 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 Limeburners Creek 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 Limeburners Creek 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.

At COLETEK, we're proud to be a trusted partner for businesses across Limeburners Creek, New South Wales, Australia, as well as nationwide. With our multidisciplinary approach to engineering and product development, we've earned a reputation for delivering innovative solutions that meet the unique needs of each client.

Established in 2001, COLETEK is guided by a passion for innovation and collaboration. Our team of skilled engineers and product developers work closely with clients to understand their goals and objectives, using our expertise to develop tailored solutions that drive success. From concept to delivery, we're committed to delivering outstanding results that exceed expectations.

We take pride in serving businesses throughout Limeburners Creek, New South Wales, Australia, supporting local entrepreneurs and established companies alike. Our commitment to reliability, capability, and collaboration has earned us a trusted reputation nationwide, making us the go-to partner for businesses seeking exceptional engineering and product development services.

Whether you're an entrepreneur looking to launch a new venture or a seasoned business owner seeking to drive growth, we're here to support your ambitions. As a multidisciplinary Australian engineering and product development company established in 2001, we've got the expertise and vision to help you achieve your goals.

So why choose COLETEK for your business needs? Simply put, our team of experts has the skills, knowledge, and creativity to deliver innovative solutions that meet the unique demands of businesses across Limeburners Creek, New South Wales, Australia. With us, you can rely on a trusted partner who will work closely with you to achieve remarkable results.