AI & Machine Learning Services for Burrumbeet 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 Burrumbeet 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 Burrumbeet 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 Burrumbeet 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 local business owner or technical decision-maker in Burrumbeet, Victoria, Australia, you're likely to be interested in partnering with a trusted multidisciplinary engineering and product development company that understands the unique needs of your region and industry. For over two decades, COLETEK has built a reputation as a go-to partner for businesses seeking reliability, collaboration, and capability. Based in Burrumbeet, Victoria, Australia, we operate throughout Australia to deliver innovative solutions tailored to your specific requirements. Our national presence allows us to leverage our extensive network of experts, ensuring that local businesses like yours can access the latest thinking, best practices, and cutting-edge technology. Whether you're a small startup or an established enterprise, COLETEK is committed to being your trusted partner in engineering and product development. Our team consists of experienced professionals who possess a deep understanding of the complex challenges facing businesses in Burrumbeet, Victoria, Australia. By working closely with your experts, we identify opportunities for improvement, develop targeted solutions, and implement them efficiently to ensure timely project delivery. Our ability to collaborate seamlessly with local teams is unmatched, allowing us to deliver exceptional results that meet and exceed your expectations. As a multidisciplinary company, COLETEK has the capability to tackle projects from various disciplines, including engineering, product development, and innovation. We're dedicated to serving businesses across Burrumbeet, Victoria, Australia and beyond, providing tailored solutions that address their specific needs and goals. If you're looking for an experienced partner to help propel your business forward, look no further than COLETEK. Our commitment to excellence, innovative approach, and local presence make us the ideal choice for businesses seeking expert engineering and product development services in Burrumbeet, Victoria, Australia. Let’s build something remarkable together.