AI & Machine Learning Services for Thorpdale 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 Thorpdale 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 Thorpdale 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 Thorpdale 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 a thriving agricultural region in Gippsland, Thorpdale, Victoria, Australia is home to a diverse range of businesses that rely on innovative solutions to drive success. With our headquarters based in Thorpdale, Victoria, Australia, COLETEK is well-positioned to support local companies and organizations across the region, helping them to overcome technical challenges and stay ahead of the curve. With over two decades of experience as a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering reliable, collaborative, and capability-driven solutions that meet the specific needs of our clients. Our team of experts understands the intricacies of local industries and has developed a deep appreciation for the unique challenges they face. From agricultural production to manufacturing and more, we have a proven track record of supporting businesses in Thorpdale, Victoria, Australia and throughout Australia. By leveraging our expertise in engineering and product development, we empower our clients to innovate, optimize processes, and streamline operations. Whether you're looking to improve productivity, reduce costs, or enhance customer experiences, our team is dedicated to helping you achieve your goals. As a local business owner or technical decision-maker in Thorpdale, Victoria, Australia, you know how important it is to partner with a reliable and trusted organization that can deliver on its promises. At COLETEK, we're committed to building long-term relationships with our clients by providing consistent, high-quality support and expertise. By choosing COLETEK as your engineering and product development partner in Thorpdale, Victoria, Australia, you'll gain access to cutting-edge technology, innovative problem-solving strategies, and a team of experts dedicated to helping you succeed. We're proud to serve businesses across Thorpdale, Victoria, Australia, and we're confident that our capabilities will enable you to overcome any technical challenges standing in your way.