AI & Machine Learning Services for Berrico 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 Berrico 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 Berrico 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 Berrico 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 a trusted partner for businesses across Berrico, New South Wales, Australia and throughout the nation since our establishment in 2001. Our multidisciplinary approach to engineering and product development sets us apart as a reliable collaborator, driving innovation and growth for companies of all sizes. As an Australian company with national expertise, we take pride in supporting the needs of local businesses in Berrico, New South Wales, Australia. Whether you're looking to streamline operations, develop new products, or improve existing ones, our team is dedicated to delivering exceptional solutions that meet your unique challenges and goals. Our commitment to reliability, collaboration, and capability has earned us a strong reputation as a trusted partner for businesses across Berrico, New South Wales, Australia. Our experienced engineers and product development experts work closely with clients to understand their needs and develop tailored solutions that drive success. With COLETEK by your side, you can rely on expert guidance, cutting-edge technology, and unwavering dedication to help you build something remarkable. As a company based in Berrico, New South Wales, Australia, we're intimately familiar with the local market and are well-positioned to support businesses like yours. Whether you're an established leader or just starting out, our team is here to assist your growth, improve your operations, and help you stay ahead of the curve. We're proud to operate throughout Berrico, New South Wales, Australia, and we'd be delighted to work with your business. From product development to engineering, we bring a high level of expertise and passion to every project. Let us join forces and build something truly remarkable together.