AI & Machine Learning Services for Pine Ridge 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 Ridge 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 Ridge 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 Ridge 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for delivering innovative solutions that meet the needs of businesses throughout Pine Ridge, New South Wales, Australia. Our commitment to trust, reliability, and collaboration has made us a go-to partner for companies seeking cutting-edge engineering expertise. Based in Pine Ridge, New South Wales, Australia, we're proud to serve businesses across our region with tailored engineering and product development solutions. From concept to delivery, our teams work closely with clients to ensure their products or services meet the highest standards of quality, performance, and safety. Whether you're an established player in your industry or a startup looking to make a mark, COLETEK's multidisciplinary capabilities will help you get there. With decades of experience supporting businesses in Pine Ridge, New South Wales, Australia and throughout Australia, we understand the unique challenges that come with developing innovative products or services. That's why our team is equipped to handle complex projects, from initial design through prototyping, testing, and production. You can count on us to provide expert guidance, thorough risk assessments, and rigorous quality control. Our track record of delivering reliable and effective solutions has earned us a reputation as trusted partners for businesses in Pine Ridge, New South Wales, Australia. We're committed to collaboration, listening carefully to your needs and working alongside you to turn your vision into reality. Our capabilities are matched only by our passion for innovation and dedication to the success of our clients. As a testament to our commitment to excellence, we've built long-standing relationships with businesses across Pine Ridge, New South Wales, Australia that span multiple industries. By focusing on building strong partnerships, providing expert engineering and product development support, and delivering exceptional results, we've become an integral part of the regional business landscape. Now it's your turn to take advantage of our expertise. Whether you're looking to revolutionize your product line, improve operational efficiency, or simply stay ahead of the competition, COLETEK is here to help. So why wait? Let's build something remarkable together.