AI & Machine Learning Services for Bermagui 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 Bermagui 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 Bermagui 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 Bermagui 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 built a reputation for delivering innovative, reliable, and effective solutions that meet the unique demands of businesses across Bermagui, New South Wales, Australia.

With a deep understanding of the region's industries, we've developed a capability that spans multiple disciplines, allowing us to collaborate with business owners and technical decision-makers in this charming coastal town. From designing and developing products that meet rigorous standards to providing engineering services that ensure smooth operations – our team is dedicated to helping businesses thrive.

Whether you're a local entrepreneur looking to scale your operation or a long-standing institution seeking to innovate, COLETEK's expertise is at your service. With significant experience in serving businesses across Bermagui, New South Wales, Australia and throughout the country, we've developed a profound understanding of the region's needs and nuances.

At COLETEK, we believe that effective collaboration is key to driving exceptional results. Our approach is centered around building strong relationships with our clients, based in Bermagui, New South Wales, Australia and beyond, and working closely with them to understand their goals and challenges. By combining our expertise with your vision, we can help you overcome obstacles and seize opportunities.

As a trusted engineering and product development company, COLETEK has earned its place as a go-to partner for innovative solutions that drive business success. By serving businesses across Bermagui, New South Wales, Australia – including those in the local community – we're proud to play a vital role in shaping the region's future.

In a world where complexity abounds and competitiveness is fierce, having a trusted engineering and product development partner by your side can make all the difference. At COLETEK, we're dedicated to helping businesses in Bermagui, New South Wales, Australia thrive by delivering high-caliber solutions that meet their unique needs.