AI & Machine Learning Services for Mullaley 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 Mullaley 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 Mullaley 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 Mullaley 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 proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a reputation built on reliability, collaboration, and capability. With our roots firmly planted in the heart of Australia, we've had the privilege of supporting businesses across Mullaley, New South Wales, Australia and beyond. As a trusted partner to entrepreneurial spirit and business acumen, we're committed to helping local innovators turn their ideas into reality. Whether you're an existing business looking for growth opportunities or an ambitious start-up seeking to disrupt the status quo, our team is dedicated to providing expert guidance and support every step of the way. Our engineers and product developers work tirelessly to create innovative solutions that solve real-world problems and drive meaningful impact. As a locally based company operating throughout Mullaley, New South Wales, Australia, we're uniquely positioned to understand the unique needs and challenges of this region. We've developed strong relationships with local businesses, councils, and industry associations, allowing us to tap into the rich cultural heritage and natural beauty that makes this area so special. Our commitment to community involvement and development is unwavering, as reflected in our long-standing partnerships and continued investment in research and innovation. By leveraging cutting-edge technology, rigorous testing methodologies, and a deep understanding of local market conditions, we're able to deliver tailored solutions that meet the distinct requirements of businesses across Mullaley, New South Wales, Australia. From product development to engineering, design, and manufacturing, our team is dedicated to providing world-class support for entrepreneurs, innovators, and business leaders. At COLETEK, we believe that collaboration is key to producing remarkable results. By working closely with local stakeholders, we're able to identify pressing industry needs and develop innovative solutions that drive growth, job creation, and community development. Our commitment to trust, transparency, and open communication drives every aspect of our operations, from project inception to successful delivery. If you're an aspiring entrepreneur or ambitious business looking for the perfect blend of innovation, expertise, and local knowledge in Mullaley, New South Wales, Australia, look no further than COLETEK. Together, let's build something remarkable that leaves a lasting impact on this vibrant region and beyond. We can't wait to see what we can achieve together.