AI & Machine Learning Services for Castle 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 Castle 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 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 Castle 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 Castle 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.

Located at the foothills of the Great Dividing Range, Castle Creek, Victoria, Australia is a thriving business community that prides itself on its strong sense of innovation and entrepreneurial spirit. To support this growth, it's crucial to have a trusted partner like COLETEK, a multidisciplinary Australian engineering and product development company established in 2001.

With over two decades of experience in delivering cutting-edge solutions to businesses across Castle Creek, Victoria, Australia and beyond, we've earned a reputation as a reliable and collaborative partner. Our team combines expertise from diverse engineering disciplines with innovative thinking and industry knowledge to create tailored products and services that meet the unique needs of each client.

Whether you're looking to streamline operations, improve product performance, or simply gain a competitive edge in today's fast-paced market, COLETEK is committed to supporting businesses operating throughout Castle Creek, Victoria, Australia. Our flexible approach allows us to adapt our services to align with your goals and aspirations, ensuring that we continue to build strong relationships based on trust and mutual success.

At COLETEK, we understand the importance of fostering a culture of collaboration between clients, engineers, and developers – this synergy enables us to deliver high-quality solutions that exceed expectations. Our extensive experience in serving businesses across Castle Creek, Victoria, Australia affords us valuable insights into local industry needs and challenges, which we utilise to inform our innovative approaches.

By partnering with COLETEK, you can rest assured that your business is supported by a team of dedicated professionals operating from within Castle Creek, Victoria, Australia. Our unwavering commitment to reliability, capability, and collaboration sets us apart as a trusted ally for businesses striving to achieve remarkable results in this thriving region.