AI & Machine Learning Services for Corack 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 Corack 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 Corack 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 Corack 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've proudly served businesses across Corack, Victoria, Australia with innovative engineering and product development solutions since 2001. As a multidisciplinary Australian company, we're well-versed in the local industry landscape and committed to delivering exceptional results for our clients. Operating throughout Australia, including right here in Corack, Victoria, Australia, COLETEK has established itself as a trusted partner for businesses seeking reliable, collaborative, and capable support. Our team shares your passion for innovation and is dedicated to helping you overcome any engineering or product development challenges. We understand the unique needs of local businesses like yours and take pride in our ability to tailor our services to meet your specific requirements. Whether you're looking to develop a new product, optimize an existing one, or improve your supply chain management, COLETEK's experts are here to listen, advise, and act with purpose. When it comes to engineering and product development, reliability is paramount. Our team takes the time to understand your needs and develops solutions that not only meet but exceed your expectations. We believe in fostering long-term relationships built on trust, open communication, and a deep understanding of our clients' goals. As a testament to our commitment to excellence, COLETEK has established itself as a trusted national partner for businesses throughout Australia, including those in Corack, Victoria, Australia. Our capabilities extend beyond mere technical expertise, encompassing a thorough grasp of the local market, regulatory environment, and industry norms. If you're seeking a reliable and innovative engineering and product development partner for your business in Corack, Victoria, Australia, look no further than COLETEK. Together, let's build something remarkable that drives growth, improves efficiency, and leaves a lasting impact on your community and the nation.