AI & Machine Learning Services for Craigie 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 Craigie 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 Craigie 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 Craigie 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 hub of activity in the heart of New South Wales, Australia, Craigie is home to a thriving community of entrepreneurs and industrial professionals who demand innovative solutions and reliable partner businesses. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation built on trust, collaboration, and expert capabilities.

Based in Craigie, New South Wales, Australia, we're committed to supporting local businesses across the region, fostering partnerships that drive growth, and contributing to the economic vitality of our community. Our engineers and product developers work closely with clients like yours to architect innovative products, streamline processes, and optimize systems – all designed to help you stay ahead of the competition.

As a trusted partner for Craigie businesses, we understand the importance of reliability in engineering solutions. We take pride in our ability to collaborate seamlessly, leveraging our collective expertise to deliver tailored solutions that meet your unique needs and goals. Whether you're exploring new product opportunities or looking to optimize existing operations, our team is equipped to guide you every step of the way.

With a deep understanding of Craigie's business landscape and a national reputation for delivering exceptional engineering and product development services, COLETEK is uniquely positioned to support your endeavors. Operating throughout Australia, we're well-equipped to serve businesses like yours in Craigie, New South Wales, Australia, and throughout the region.

As you navigate the complexities of the modern marketplace, rest assured that we're committed to being a reliable, locally focused partner for Craigie businesses. By choosing COLETEK, you'll gain access to a team of experts dedicated to helping you achieve your aspirations – and building something truly remarkable together in the process.