AI & Machine Learning Services for Cumbo 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 Cumbo 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 Cumbo 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 Cumbo 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 business owner or technical decision-maker based in Cumbo, New South Wales, Australia, you understand the importance of having reliable and innovative support for your operations. COLETEK is a multidisciplinary Australian engineering and product development company established in 2001 that has built a national reputation by serving businesses across Cumbo, New South Wales, Australia and throughout Australia. Our team consists of experienced engineers and developers who collaborate closely to deliver tailored solutions that meet the unique needs of our clients. Based in Cumbo, New South Wales, Australia, COLETEK specializes in providing engineering and product development services that help businesses like yours grow and thrive. By leveraging our expertise and capabilities, you can trust that your projects are in good hands – from conceptualization to implementation and beyond. Our reputation for delivering high-quality results on time and within budget has earned us a trusted position among local businesses in Cumbo, New South Wales, Australia and nationwide. What sets COLETEK apart is our ability to connect with clients like you and understand the intricacies of your business operations. By working closely together, we develop custom solutions that cater to your specific needs, whether it's improving operational efficiency or creating new products that resonate with your target market. Our team's strong track record of delivering reliable outcomes has garnered trust among businesses operating throughout Cumbo, New South Wales, Australia and beyond. Through our extensive experience in engineering and product development, COLETEK has honed its capabilities to support a wide range of industries and sectors across the region. As a result, we have built a reputation for being a trusted partner for businesses that require innovative, tailored solutions – all while maintaining the highest standards of quality, safety, and regulatory compliance. Let's build something remarkable together.