AI & Machine Learning Services for Trafalgar 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 Trafalgar 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 Trafalgar 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 Trafalgar 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. With nearly two decades of experience under our belt, we've built a reputation as trusted partners to businesses across the country, including those based in Trafalgar, Victoria, Australia. Our team of experts has the capability to deliver innovative solutions that meet the unique needs of companies operating throughout Trafalgar and beyond. We operate with unwavering reliability, fostering strong collaborative relationships with our clients that help drive their success. As a national company, we've developed a deep understanding of what it takes to thrive in diverse industries, from manufacturing to agriculture. We're not just passionate about engineering; we're committed to empowering the businesses that make Trafalgar, Victoria, Australia thrive. We believe that by providing top-notch support and guidance, we can help entrepreneurs and leaders achieve their goals and grow their companies. When you work with COLETEK, you can count on us to be there every step of the way, leveraging our expertise and resources to help your business flourish. Our extensive experience has equipped us with the skills to tackle complex projects while ensuring seamless communication and quality control throughout each phase. Whether it's streamlining operations or developing cutting-edge products, we're dedicated to delivering results that exceed expectations. We've earned a stellar reputation in Australia for our innovative approach and dedication to exceeding client expectations. Now, we're excited to bring this expertise to the businesses of Trafalgar and Victoria. So why choose COLETEK as your trusted partner? For starters, we have an unwavering commitment to serving businesses across Trafalgar, Victoria, Australia with the same level of professionalism and dedication that has earned us a national reputation. We're based in Trafalgar, Victoria, Australia, which means we understand the local landscape and can provide tailored support and guidance. Join forces with COLETEK, and you'll gain access to our extensive expertise, innovative thinking, and collaborative spirit.