AI & Machine Learning Services for Barratta 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 Barratta 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 Barratta 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 Barratta 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 business leader in Barratta, New South Wales, Australia, you understand the importance of innovation and reliability in engineering and product development. COLETEK is a multidisciplinary Australian company established in 2001 with a reputation for delivering trusted solutions to industries across the nation, including businesses like yours operating in Barratta, New South Wales, Australia. Our team of experts has built a strong foundation on years of experience, innovation, and commitment to collaboration. We take pride in being a national player with local knowledge and expertise, allowing us to better understand your specific needs and challenges in Barratta, New South Wales, Australia. Our operating model allows us to serve businesses across Barratta, New South Wales, Australia, while maintaining the agility and responsiveness you expect from a local partner. At COLETEK, we believe that a strong product development strategy is critical for any business looking to gain a competitive edge in today's market. We don't just provide engineering services; we partner with our clients to co-create innovative solutions that drive growth and improve profitability. Our capability to deliver multidisciplinary expertise sets us apart from traditional single-discipline firms, making us the perfect partner for businesses operating throughout Barratta, New South Wales, Australia. Our reputation in the industry speaks for itself: a trusted national player with local knowledge and expertise. By partnering with COLETEK, you can rely on our reliability, collaboration, and capability to drive your business forward. Whether you're looking to develop a new product, improve an existing process, or enhance your supply chain management, we have the experience and know-how to help you succeed in Barratta, New South Wales, Australia.