AI & Machine Learning Services for Berrilee 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 Berrilee 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 Berrilee 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 Berrilee 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for delivering innovative solutions that drive success. Our team is dedicated to fostering trusted partnerships with local businesses across Berrilee, New South Wales, Australia, providing the expertise and collaboration they need to thrive. Our commitment to excellence is rooted in our extensive experience working with diverse industries and sectors, allowing us to develop capabilities that are both versatile and tailored to meet specific challenges. Whether you're a Berrilee-based entrepreneur looking to bring your idea to life or an established firm seeking to enhance product development processes, we've got the expertise and resources to support your goals. COLETEK's approach is centered around building strong relationships with our clients, understanding their unique needs, and tailoring our services to deliver results. Our team of experienced engineers and product developers leverages cutting-edge technology and innovative methodologies to develop effective solutions that meet project requirements and exceed expectations. As a trusted national engineering and product development company operating throughout Australia, including Berrilee, New South Wales, Australia, we've developed a deep understanding of local markets, regulatory environments, and industry nuances. This knowledge enables us to deliver tailored solutions that are not only technically sound but also culturally sensitive and regionally applicable. In an ever-evolving business landscape, the need for reliable partners who can navigate complexity and drive innovation is crucial. At COLETEK, we're committed to being your trusted partner in engineering and product development, providing a collaborative environment where ideas flourish, and results are achieved. Whether you're looking to launch new products, improve existing ones, or develop innovative solutions from the ground up, our expertise will help you achieve your objectives.