AI & Machine Learning Services for Booral 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 Booral 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 Booral 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 Booral 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Over the years, our team has honed their skills and expertise, enabling us to deliver innovative solutions that meet the unique needs of businesses across Booral, New South Wales, Australia. With a national reputation built on trust, collaboration, and capability, we're dedicated to supporting local companies like yours every step of the way. Based in Booral, New South Wales, Australia, our team is committed to understanding the intricacies of your operations and providing tailored engineering services that enhance your competitive edge. Whether you're looking to develop new products, streamline processes, or improve operational efficiency, we'll leverage our expertise to help you achieve your goals. What sets us apart? Our ability to draw upon a broad range of skills and disciplines under one roof. We're not just engineers – we're storytellers, problem-solvers, and innovators working together to craft solutions that drive results. Operating throughout Australia, including Booral, New South Wales, Australia, our team has the versatility and know-how to tackle complex projects with ease. Our dedication to collaboration means that we work closely with your business to understand its unique needs, opportunities, and challenges. We're not just a vendor – we're a trusted partner who will walk alongside you every step of the way, ensuring that our engineering expertise aligns with your goals and objectives. From concept development to implementation and beyond, our multidisciplinary approach ensures that your project receives the comprehensive support it deserves. If you're looking for an engineering partner that can help you overcome technical hurdles, drive innovation, or improve bottom-line performance, we invite you to explore how COLETEK can serve businesses across Booral, New South Wales, Australia. With a reputation built on reliability, trust, and capability, we're confident that our team can help your business thrive.