AI & Machine Learning Services for Whirily 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 Whirily 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 Whirily 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 Whirily 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.

Here is the generated HTML content block: Whirily, Victoria, Australia, with its strong agricultural heritage and thriving community, is a place where innovation and reliability matter. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has been supporting businesses across Whirily, Victoria, Australia and throughout the country for over two decades. Our national reputation for trustworthiness and expertise makes us an ideal partner for companies looking to drive growth, efficiency, and innovation. At COLETEK, we pride ourselves on our ability to collaborate with local businesses in Whirily, Victoria, Australia to develop tailored solutions that meet their unique needs. By combining cutting-edge engineering techniques with a deep understanding of industry-specific challenges, we empower our clients to achieve remarkable results. Whether you're a farmer looking to improve crop yields or a manufacturer seeking to optimize production processes, our team is committed to delivering exceptional outcomes. As a multidisciplinary Australian engineering and product development company, we bring together the best minds from various disciplines, including mechanical, electrical, and software engineering. This allows us to provide comprehensive solutions that address complex problems, rather than simply offering piecemeal services. Our approach has earned us a reputation as reliable problem-solvers in Whirily, Victoria, Australia and beyond. If you're looking for an engineering and product development partner who can help your Whirily, Victoria, Australia-based business thrive, we'd love to hear from you. Let COLETEK's multidisciplinary expertise and national reputation inspire confidence in your project. By working together, we can build something remarkable that drives real value.