AI & Machine Learning Services for Crookwell 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 Crookwell 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 Crookwell 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 Crookwell 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 trusted and innovative multidisciplinary engineering and product development company, COLETEK has been serving businesses across Crookwell, New South Wales, Australia for over two decades. Since our establishment in 2001, we've grown into a renowned national player, built on a foundation of reliability, collaboration, and capability. Throughout our journey, we've had the privilege of supporting local businesses in Crookwell and surrounding regions, empowering them with cutting-edge solutions to tackle their most pressing challenges. Our team is based in Crookwell, New South Wales, Australia, allowing us to intimately understand the unique demands and opportunities faced by local industries. At COLETEK, we're deeply committed to collaboration, working closely with our clients to deliver tailored solutions that meet their specific needs. We take pride in our ability to listen carefully, ask insightful questions, and develop practical answers that address complex problems. This customer-centric approach has earned us a reputation as a trusted partner for businesses operating throughout Crookwell, New South Wales, Australia and beyond. Our passion for engineering and product development drives us to stay at the forefront of innovation, continually investing in training, research, and technology to ensure our solutions remain ahead of the curve. With a team comprising experienced engineers, designers, and technologists, we're well-equipped to tackle projects ranging from concept to delivery. COLETEK's unique strength lies in our ability to integrate engineering expertise, product development know-how, and industry insight to deliver comprehensive solutions that drive real results. By combining our technical prowess with a deep understanding of the Crookwell, New South Wales, Australia business landscape, we're perfectly positioned to support local enterprises as they navigate the ever-evolving landscape. If you're looking for a trusted partner to help your business thrive in Crookwell, New South Wales, Australia, look no further than COletek. We'd be delighted to discuss how our multidisciplinary engineering and product development capabilities can help you achieve your objectives. Let's build something remarkable together.