AI & Machine Learning Services for Grawlin 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 Grawlin 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 Grawlin 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 Grawlin 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.

Coletek has been serving businesses across Grawlin, New South Wales, Australia and throughout Australia for over two decades. As a multidisciplinary Australian engineering and product development company established in 2001, we have built a reputation for delivering innovative solutions that meet the unique needs of local industries.

Based in Grawlin, New South Wales, Australia, our team is committed to collaborating with businesses like yours to drive growth and success. With a deep understanding of the regional market, we are well-equipped to provide tailored support that addresses your specific challenges and opportunities.

Coletek's expertise enables us to help local businesses in Grawlin, New South Wales, Australia operate more efficiently, improve their product offerings, and increase their competitive edge. Our capabilities span a broad range of industries, from resource and energy exploration to manufacturing and infrastructure development. By combining our engineering and product development prowess with your business goals, we can create solutions that are both effective and reliable.

Our nationally recognized reputation is built on the foundation of trust, reliability, and capability. Businesses in Grawlin, New South Wales, Australia, and across the country have come to rely on us for expert guidance, support, and collaborative problem-solving. Whether you're looking to optimize your operations, develop new products or services, or solve complex engineering challenges, our experienced team is here to help.

At Coletek, we pride ourselves on building strong relationships with local businesses in Grawlin, New South Wales, Australia. Our approach is centered around a deep understanding of the regional market and a willingness to listen to your unique needs and goals. By combining our expertise with your business acumen, we can create solutions that drive long-term success.