AI & Machine Learning Services for Mount Helen 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 Mount Helen 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 Mount Helen 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 Mount Helen 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 business owner in Mount Helen, Victoria, Australia, you know the importance of surrounding yourself with experts who can help your company thrive. At COLETEK, we've established ourselves as a multidisciplinary Australian engineering and product development company since 2001, serving businesses across Mount Helen, Victoria, Australia, from our base in this vibrant locale. Our team of innovators is built for collaboration, and we relish the opportunity to partner with local entrepreneurs like yourself. For over two decades, we've honed our expertise in engineering and product development, earning a reputation as a trusted national player. It's this same trusted approach that has allowed us to establish lasting relationships with businesses throughout Australia. When you choose COLETEK for your project, you can be confident that you're receiving the best of the best: meticulous attention to detail, innovative thinking, and a solutions-driven mindset. Our engineers and product developers bring together the technical prowess of our team, combining their efforts to deliver reliable and effective products and solutions. At COLETEK, we understand that every business is unique, with its own set of challenges and opportunities. That's why we take the time to listen carefully to your needs, crafting tailored approaches that align with your goals and objectives. By doing so, we empower you to focus on what matters most: driving growth, enhancing customer experiences, or simply staying ahead of the curve in today's fast-paced business landscape. Operating throughout Australia, including Mount Helen, Victoria, Australia, COLETEK is proud to be a local player with a national perspective. Let us leverage our expertise and capabilities to support your business objectives, regardless of their scope or complexity.