AI & Machine Learning Services for Redcastle 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 Redcastle 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 Redcastle 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 Redcastle 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 we look to the future, it's clear that innovation and engineering will continue to drive growth and prosperity across industries and regions alike. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With our national reputation built on reliability, collaboration, and capability, we're well-positioned to support businesses like yours operating throughout Redcastle, Victoria, Australia. Based in the heart of Australia, we've developed deep understanding of the needs and challenges facing local entrepreneurs, innovators, and organizations. Our team is dedicated to delivering tailored solutions that empower business leaders and entrepreneurs across Redcastle, Victoria, Australia to turn their vision into reality. Whether you're pursuing a new product development opportunity or seeking trusted partners for your engineering initiatives, COLETEK is here to support you every step of the way. Operating throughout Redcastle, Victoria, Australia, we've developed strong relationships with local businesses and community leaders. Our team is committed to building on these connections by providing exceptional engineering and product development services that exceed client expectations. By doing so, we're confident that our contributions will be instrumental in driving growth, innovation, and success for the region. We take pride in our ability to collaborate with clients across Redcastle, Victoria, Australia, understanding their unique needs, constraints, and goals. Our experience in engineering and product development allows us to apply creative problem-solving skills, leveraging cutting-edge techniques and technologies to deliver effective solutions that meet your specific requirements. As a business operating in Redcastle, Victoria, Australia, you deserve the best. You need trusted partners like COLETEK who understand the intricacies of local markets and can adapt our expertise to drive tangible results for your organization. Reach out to us today to discover how our engineering and product development capabilities can support your growth objectives and propel your business forward.