AI & Machine Learning Services for Terragon 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 Terragon 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 Terragon 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 Terragon 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 innovative engineering partner, COLETEK is proud to serve businesses throughout Terragon, New South Wales, Australia. With over two decades of experience since our establishment in 2001, we've built a reputation as a multidisciplinary Australian company that can tackle even the most complex engineering challenges. Our team combines cutting-edge expertise with collaborative problem-solving to deliver tailored solutions that meet the unique needs of local businesses in Terragon and beyond. Operating throughout Australia, including in Terragon, New South Wales, our company has developed an impressive portfolio of projects spanning various industries and sectors. This broad-based experience enables us to bring a holistic perspective to every challenge we face, allowing us to devise effective strategies that address the specific needs of your business. Whether you're looking to optimize processes, develop new products, or enhance your operational efficiency, our team is equipped to collaborate with you every step of the way. In Terragon, New South Wales, Australia, local businesses are acutely aware of the importance of reliability and cost-effectiveness in their engineering solutions. That's precisely why we've built a reputation for delivering high-quality results on time and within budget. By leveraging our vast experience, expertise, and national reach, COLETEK provides an unparalleled level of capability to support businesses in Terragon and surrounding areas. By choosing COpletek as your trusted engineering partner, you can rest assured that you'll gain access to a comprehensive suite of capabilities, tailored to meet the unique demands of your business. Our commitment to collaboration, innovation, and reliability has earned us a respected reputation throughout Australia, including in Terragon, New South Wales.