AI & Machine Learning Services for Bald 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 Bald 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 Bald 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 Bald 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 trusted partner to businesses across Bald Ridge, New South Wales, Australia, COLETEK brings together leading expertise in engineering and product development. With over two decades of experience since our establishment in 2001, we've earned a reputation for delivering innovative solutions that drive success for our clients. Based in Bald Ridge, New South Wales, Australia, our multidisciplinary team of engineers and developers collaborate closely with local businesses to understand their unique challenges and goals. By combining our knowledge of cutting-edge technologies with a deep understanding of operational realities, we empower organisations like yours to make informed decisions, streamline processes, and drive innovation. As a trusted national player in Australian engineering and product development, COLETEK has earned a reputation for reliability, integrity, and collaboration. Our extensive network of industry connections, combined with our technical expertise, enables us to serve businesses across Bald Ridge, New South Wales, Australia, and throughout the country. What sets us apart is our ability to connect the dots between seemingly disparate technologies and industries. By bringing together diverse perspectives and skillsets, we uncover fresh opportunities for growth, efficiency, and competitiveness. We don't just provide off-the-shelf solutions; instead, we work in partnership with local businesses to create tailored products and services that solve real-world problems. In Bald Ridge, New South Wales, Australia, COLETEK is proud to be a trusted partner to local organisations seeking to drive positive change through innovation. Whatever your business objectives or challenges, our team of experts is ready to collaborate closely with you, serving as an extension of your in-house capabilities. Let’s build something remarkable together.