AI & Machine Learning Services for Bridgewater 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 Bridgewater 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 Bridgewater 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 Bridgewater 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.

For businesses in Bridgewater, Victoria, Australia, looking to drive innovation and growth, COLETEK is the trusted partner to turn your vision into reality. As a multidisciplinary Australian engineering and product development company established in 2001, we bring together expertise from multiple disciplines to deliver cutting-edge solutions that meet the unique needs of local businesses like yours. Over the years, we've developed a reputation for reliability, collaboration, and capability across Australia – including right here in Bridgewater, Victoria, Australia. Our team is committed to understanding your challenges and working closely with you to develop tailored products and services that drive real results. At COLETEK, we're not just engineers or product developers; we're trusted partners who take the time to understand the complexities of your business and industry. From concept to delivery, our collaborative approach ensures your unique needs are addressed, and your vision is achieved. Whether you require bespoke engineering solutions, innovative product design, or expert consulting services, we've got you covered. Our experience and expertise have been honed through successful projects across various industries – serving businesses across Bridgewater, Victoria, Australia and throughout the country. Our national reach allows us to bring our unique approach to your doorstep, while our local presence ensures we're deeply connected to the community. By partnering with COLETEK, you'll benefit from our collective expertise, innovation, and reputation for delivering high-quality results on time and within budget. We're proud to support businesses in Bridgewater, Victoria, Australia, as they navigate the ever-evolving landscape of their respective industries. In Bridgewater, Victoria, Australia, we believe that great things happen when businesses come together to achieve remarkable goals. And at COLETEK, we're committed to being a key part of that equation – serving businesses like yours with our expertise, passion, and dedication.