AI & Machine Learning Services for Trafalgar East 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 East 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 East 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 East 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. Our team of experts has been serving businesses across Trafalgar East, Victoria, Australia and throughout the country for over two decades, offering tailored solutions that cater to their unique needs. Operating out of Trafalgar East, Victoria, Australia, our local presence allows us to forge strong relationships with clients in this region. We take pride in being a trusted partner for businesses seeking high-quality engineering and product development expertise. Our capabilities are not limited to one industry or sector; instead, we have a broad range of experience across various domains. One thing that sets COLETEK apart is our commitment to reliability, collaboration, and capability. We don't just provide services – we form long-term alliances with businesses like yours, understanding your goals and challenges intimately. Our teams work closely together, leveraging their collective expertise to deliver outstanding results that exceed expectations. Whether you're a local business looking to expand, an entrepreneur seeking innovative solutions, or an established enterprise requiring trusted advisors, COLETEK is here for you. We have supported clients in Trafalgar East, Victoria, Australia and throughout the country with our expertise, helping them grow their businesses and achieve long-term success. As you navigate the complex landscape of Australian engineering and product development, we're positioned to provide valued support. Our team's comprehensive knowledge base spans various areas, allowing us to serve clients across multiple industries, from manufacturing to healthcare, infrastructure, and more. In Trafalgar East, Victoria, Australia, we understand the importance of local partnerships in driving economic growth and community development. At COLETEK, we prioritize fostering strong connections with businesses, organizations, and stakeholders in this region – connections built on trust, respect, and mutual understanding. Let's build something remarkable together.