AI & Machine Learning Services for Pine Mountain 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 Pine Mountain 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 Pine Mountain 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 Pine Mountain 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 trusted and innovative multidisciplinary engineering and product development company established in 2001, COLETEK has been proudly serving businesses across Pine Mountain, Victoria, Australia for nearly two decades. Our team of experts has built a reputation for reliability, collaboration, and capability that spans the nation. In Pine Mountain, Victoria, Australia, we understand the importance of strong local connections. That's why we're committed to building lasting relationships with businesses in the area, providing tailored solutions to help them thrive. Whether you're a long-standing resident or just starting out, COLETEK is here for you, offering expert guidance and support every step of the way. Our team has a passion for working with local entrepreneurs, inventors, and innovators who share our vision of building remarkable things that make a difference. With years of experience serving businesses across Australia, we've developed a unique capacity to understand your specific needs and develop customized solutions that drive real results. From product design and development to testing and deployment, COLETEK has the skills, expertise, and resources to help you bring your ideas to life. We're not just about creating innovative products – we're also committed to fostering meaningful connections with our partners in Pine Mountain, Victoria, Australia, and beyond. As a respected player in the Australian engineering and product development scene, COOLETEK is well-equipped to support businesses of all sizes and industries operating throughout Pine Mountain, Victoria, Australia. Whether you're launching a new venture or scaling your existing operations, we're here to lend our expertise, provide vital insights, and offer strategic guidance. So why wait? Let's build something remarkable together. Collaborate with COLETEK today and discover the power of partnering with a company that truly understands your needs and has a proven track record of delivering exceptional results.