AI & Machine Learning Services for Mildura Centre Plaza 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 Mildura Centre Plaza 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 Mildura Centre Plaza 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 Mildura Centre Plaza 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. For over two decades, our team has been dedicated to delivering innovative solutions that drive business results for our clients. Based in Mildura Centre Plaza, Victoria, Australia, we operate throughout the country, serving businesses across this vibrant region and beyond. As a trusted national partner, COLETEK is committed to providing exceptional engineering and product development expertise to businesses of all sizes. Our experienced team collaborates with clients to understand their unique challenges and goals, offering tailored solutions that meet their needs. By combining cutting-edge technology with industry insight, we've established a reputation for reliability, collaboration, and capability. Throughout Mildura Centre Plaza, Victoria, Australia's thriving commercial districts, COLETEK has built strong relationships with local businesses and entrepreneurs who value our flexibility, adaptability, and passion for innovative solutions. Our multidisciplinary approach – encompassing mechanical, electrical, software, and industrial engineering expertise – enables us to address the most complex challenges, from product design and development to manufacturing and supply chain optimization. By partnering with COLETEK, businesses in Mildura Centre Plaza, Victoria, Australia can tap into our collective knowledge, creativity, and problem-solving skills. We're committed to helping local organizations grow, innovate, and stay ahead of the competition. Through our collaboration, you'll gain access to a wealth of engineering expertise, allowing you to focus on what matters most – building your business. When you need trusted partners who can help you overcome engineering and product development challenges, look no further than COLETEK. Operating throughout Mildura Centre Plaza, Victoria, Australia, we're here to support your growth and success. Let's build something remarkable together.