AI & Machine Learning Services for Croki 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 Croki 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 Croki 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 Croki 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 name in Australian engineering and product development, COLETEK has been proudly serving businesses across Croki, New South Wales, Australia for over two decades. Founded in 2001, our multidisciplinary company has established itself as a reliable partner for local enterprises and national corporations alike. Based in Croki, New South Wales, Australia, we've built strong relationships with clients who appreciate our commitment to collaboration, innovation, and exceptional engineering expertise. Our team of skilled professionals understands the unique challenges faced by businesses operating in this region and is dedicated to helping them overcome these hurdles through tailored solutions that drive growth, improve efficiency, and increase profitability. With a reputation for delivering high-quality products and services backed by years of experience, COLETEK has earned a national presence while maintaining a local focus. We believe in empowering businesses like yours to achieve their goals, and our goal is to support this growth through our cutting-edge engineering capabilities. In Croki, New South Wales, Australia, we recognize the importance of fostering strong community ties, and that's why we're committed to serving local businesses with passion and dedication. From innovative product design to reliable production solutions, we're here to assist your organization in achieving its objectives. Our team doesn't just provide engineering services; we form meaningful partnerships with our clients, working together to find creative, effective solutions that meet their unique needs. By combining your industry expertise with our technical know-how, we can help you overcome the challenges facing businesses operating in Croki, New South Wales, Australia and throughout the country. As a leading Australian company, COLETEK is well-positioned to lend its engineering prowess to projects big and small across Croki, New South Wales, Australia. Whether your organization requires innovative product design, reliable production solutions, or unparalleled engineering expertise, our team is here to support you every step of the way.