AI & Machine Learning Services for Bridgman 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 Bridgman 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 Bridgman 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 Bridgman 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.

At COLETEK, we've been proud to play a role in helping businesses across Bridgman, New South Wales, Australia succeed for nearly two decades. As a multidisciplinary Australian engineering and product development company established in 2001, our national reputation is built on delivering reliable solutions that meet the unique needs of local industries. Based in Bridgman, New South Wales, Australia, we've developed a deep understanding of the region's business landscape, fostering strong relationships with companies across a range of sectors. Whether you're an entrepreneur, small business owner, or established operator, our team is committed to helping your organization capitalize on opportunities and overcome challenges. Our engineering and product development capabilities are unmatched in the region, as we leverage cutting-edge technology and innovative problem-solving strategies to drive innovation and growth. By partnering with COLETEK, businesses based in Bridgman, New South Wales, Australia can tap into our expertise and gain a competitive edge in an increasingly complex market. Throughout our history, we've maintained a dedication to reliability, collaboration, and capability, earning the trust of clients across Bridgman, New South Wales, Australia and nationally. Our ability to deliver tailored solutions that meet specific business needs has been a key factor in our success, as has our commitment to adapting to changing circumstances and emerging trends. As the region's businesses look to future-proof their operations and drive long-term growth, COLETEK stands ready to provide support through every stage of their journey. Whether you're looking to improve operational efficiency, enhance product development capabilities, or address complex technical challenges, we'll work closely with your team to identify solutions that meet your unique needs. In Bridgman, New South Wales, Australia and throughout the country, COLETEK is proud to serve as a trusted partner for businesses seeking to achieve their goals. Let's build something remarkable together.