AI & Machine Learning Services for Wilsons Creek 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 Wilsons Creek 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Wilsons Creek 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 Wilsons Creek 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 in Wilsons Creek, New South Wales, Australia, you know how crucial it is to have a reliable and innovative technology partner by your side. At COLETEK, we've been serving businesses across Wilsons Creek, New South Wales, Australia for over 20 years, establishing ourselves as a trusted name in the engineering and product development industry.

Our team of experts brings cutting-edge know-how and unwavering dedication to every project we take on. We're not just a multidisciplinary Australian engineering and product development company established in 2001; we're a partner that genuinely understands the unique needs of businesses operating in Wilsons Creek, New South Wales, Australia and throughout Australia.

We pride ourselves on our capability to deliver tailored solutions that meet the specific requirements of each client. By fostering collaboration with your team, we work together to unlock new opportunities and drive success. Whether you're looking to streamline processes, develop a new product, or overcome technical challenges, we have the expertise and resources to support you every step of the way.

At COLETEK, we operate throughout Wilsons Creek, New South Wales, Australia, and across Australia, with a strong commitment to reliability and customer satisfaction. Our team is passionate about making a tangible impact on local businesses like yours, empowering them to achieve their goals and grow their operations seamlessly.

If you're searching for an engineering partner that truly understands the Wilsons Creek, New South Wales, Australia business landscape – one that can provide the knowledge, expertise, and creativity your organization deserves – look no further than COletek. We'd love to discuss how our services can benefit your business and support your growth aspirations.