AI & Machine Learning Services for Crawney 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 Crawney 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 Crawney 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 Crawney 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 economic growth and innovation, Crawney, New South Wales, Australia is an exciting place to be. For businesses looking to thrive in this region, it's essential to partner with a trusted and reliable engineering and product development company that understands the unique needs and challenges facing local industries.

COLETEK, established in 2001 as a multidisciplinary Australian engineering and product development company, has earned a reputation for delivering tailored solutions that drive results. With extensive experience supporting businesses across Crawney, New South Wales, Australia, we pride ourselves on building strong relationships and fostering open dialogue to ensure our clients' needs are always met.

Whether you're seeking innovative products, expert engineering guidance, or reliable support, COLETEK is here to help. Our team of experts has a deep understanding of local industries and market trends, allowing us to provide tailored solutions that meet the specific challenges and opportunities facing businesses in Crawney, New South Wales, Australia.

As an operating entity with a strong national presence, we're well-equipped to support businesses throughout Crawney, New South Wales, Australia and beyond. Our comprehensive expertise spans multiple disciplines, including engineering, product development, and more. This broad capability enables us to tackle complex projects with confidence, ensuring that our clients receive unparalleled value.

By leaning on COLETEK's expertise, businesses in Crawney, New South Wales, Australia can rest assured knowing they're partnering with a trusted and capable ally who truly understands their unique needs. We're excited about the prospect of working together to drive growth, innovation, and success for local industries.