AI & Machine Learning Services for Windellama 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 Windellama 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 Windellama 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 Windellama 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 a trusted national presence in the engineering and product development sector, proudly serving businesses across Windellama, New South Wales, Australia. With over two decades of experience since our establishment in 2001, our multidisciplinary team has developed an impressive reputation for delivering innovative solutions that meet the unique needs of local companies. As a dedicated partner to businesses based in Windellama, New South Wales, Australia and throughout Australia, we take pride in our commitment to collaboration, reliability, and capability. Our capabilities enable us to tackle diverse projects, from conceptual design to full-scale product development and engineering services. This versatility makes us an ideal choice for companies seeking a trusted partner to help drive their vision forward. At COLETEK, we understand the importance of supporting businesses in Windellama, New South Wales, Australia and beyond. Our expertise in engineering and product development allows us to address complex challenges, foster innovation, and provide tailored solutions that meet the specific needs of each client. This approach has earned us a loyal client base across multiple industries. When you partner with COLETEK, you can count on our dedicated professionals to deliver exceptional results, leveraging their wealth of experience in engineering and product development. We're proud to be an integral part of the Australian innovation ecosystem, playing a vital role in driving progress for local businesses like yours operating throughout Windellama, New South Wales, Australia. We invite you to discover how COLETEK can support your business goals in Windellama, New South Wales, Australia and beyond. With our expertise at your disposal, let's work together to build something remarkable that leaves a lasting impact.