AI & Machine Learning Services for Beryl 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 Beryl 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 Beryl 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 Beryl 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 national presence, COLETEK is proud to serve businesses across Beryl, New South Wales, Australia, providing innovative engineering and product development solutions that drive success. Since our inception in 2001, we've established ourselves as a multidisciplinary company capable of tackling complex projects that require tailored approaches. Our reputation for reliability, collaboration, and capability has earned us a loyal following across various industries and sectors. By partnering with us, businesses in Beryl, New South Wales, Australia can tap into our expertise and benefit from our unwavering commitment to excellence. At COLETEK, we understand the unique challenges faced by organizations operating within the Beryl, New South Wales, Australia area. That's why we take a bespoke approach to every project, working closely with clients to develop tailored solutions that address their specific needs and goals. Our team of experienced engineers and product development professionals is dedicated to delivering results that exceed expectations. Operating throughout the nation, including in Beryl, New South Wales, Australia, we've had the privilege of contributing to numerous projects that have made a significant impact on local communities. Our extensive experience has equipped us with the knowledge and skills necessary to tackle even the most complex challenges, ensuring our clients receive only the best outcomes. As businesses in Beryl, New South Wales, Australia navigate the ever-evolving landscape, they can count on COLETEK's commitment to innovation, reliability, and collaboration. We're proud to be a trusted partner for those seeking to drive growth, improve efficiency, or simply find new ways to stay ahead of the curve. For businesses in Beryl, New South Wales, Australia looking to tap into our expertise and accelerate their success, we invite you to explore how COLETEK can support your organization. Contact us today to learn more about how our tailored engineering solutions can empower your business for a brighter future.