AI & Machine Learning Services for Trewilga 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 Trewilga 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 Trewilga 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 Trewilga 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 and established leader in Australian engineering and product development, COLETEK has been proudly serving businesses across Trewilga, New South Wales, Australia since our inception in 2001. With over two decades of experience in driving innovation and reliability through multidisciplinary approaches, we've earned an enviable reputation for collaboration and capability. Based in Trewilga, New South Wales, Australia, COLETEK operates throughout this region, supporting local businesses with their unique engineering and product development needs. Our unparalleled expertise is underpinned by rigorous research, cutting-edge technology, and a deep understanding of the complexities involved in bringing innovative products to market. Throughout our history, we've had the privilege of working closely with clients from diverse sectors, honing our capacity for adaptability and creativity. Whether you're looking to introduce novel technologies, streamline operations, or enhance competitiveness, COLETEK is well-equipped to provide tailored solutions that meet your specific needs. Our multidisciplinary approach enables us to leverage knowledge and expertise from various fields, ensuring comprehensive support for businesses in Trewilga, New South Wales, Australia. Our engineers and product developers work seamlessly together to deliver innovative products and services that exceed our clients' expectations. At COLETEK, we're proud of our national reputation as a trusted partner for engineering innovation. With our local presence in Trewilga, New South Wales, Australia, we're uniquely positioned to provide exceptional support to businesses operating within this region. Our goal is not only to help you overcome current challenges but also to empower your organization for long-term success. By partnering with COLETEK, you can tap into our broad expertise, leveraging the collective knowledge and skills of our team to drive your business forward. We're committed to delivering results-driven solutions that transform your operations, increase efficiency, and propel your growth. In Trewilga, New South Wales, Australia, a new era of innovation is emerging. COLETEK is poised to play a significant role in this journey, helping local businesses tap into the region's potential and thrive in an ever-evolving landscape.