AI & Machine Learning Services for Wirrimbi 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 Wirrimbi 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 Wirrimbi 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 Wirrimbi 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 Wirrimbi, New South Wales, Australia, you know that the most challenging projects require innovative solutions and unwavering reliability. That's exactly what you can expect from COLETEK, a multidisciplinary Australian engineering and product development company established in 2001. Our national reputation for trustworthiness, backed by over two decades of collective expertise, makes us the go-to partner for businesses across Wirrimbi and beyond. With our headquarters based in Wirrimbi, New South Wales, Australia, we take pride in serving local communities while also supporting businesses nationwide. As your trusted collaborator, we believe that a combination of cutting-edge engineering skills, product development prowess, and an unwavering commitment to reliability is the perfect recipe for success. By working closely with our clients, COLETEK ensures that projects are approached from every angle – ensuring that any solution implemented provides maximum value and impact. What sets us apart? Our collaborative approach, paired with a deep understanding of local market needs. We take the time to truly listen to your business goals and concerns, then leverage our expertise in engineering and product development to design and deliver customized solutions tailored specifically for Wirrimbi, New South Wales, Australia. Whether you're looking to improve operations efficiency or develop innovative new products, COLETEK has the capabilities and experience to help drive growth and success. For businesses operating throughout Wirrimbi, New South Wales, Australia, we provide a trusted foundation for partnership – one that revolves around open communication, transparent pricing, and an unwavering commitment to reliability. By choosing COLETEK as your engineering and product development partner, you can rest assured that we'll work tirelessly to help you achieve your goals. As the region's top choice for engineering and product development services, COLETEK is dedicated to empowering businesses in Wirrimbi, New South Wales, Australia with reliable, innovative solutions. We take pride in our locally rooted presence, combined with a national reputation for excellence. Ready to experience the transformative power of collaboration? Let's build something remarkable together.