AI & Machine Learning Services for Salamander Bay 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 Salamander Bay 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 Salamander Bay 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 Salamander Bay 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 key player in the thriving community of Salamander Bay, New South Wales, Australia, COLETEK is proud to be your trusted partner for engineering and product development solutions. With over two decades of experience as a multidisciplinary Australian company established in 2001, we have earned a reputation for delivering reliable, collaboration-driven services that drive business growth. At COLETEK, we're committed to serving businesses across Salamander Bay, New South Wales, Australia and throughout the country. Our team of experts combines their knowledge and passion to unlock innovative solutions tailored to your unique needs. By leveraging our expertise in engineering and product development, you can count on us to deliver high-quality results that meet the highest standards. In Salamander Bay, New South Wales, Australia and beyond, COLETEK has a proven track record of fostering long-term relationships built on trust, transparency, and open communication. We've had the pleasure of working with numerous local businesses, helping them overcome complex challenges and achieve their objectives. With our capabilities in engineering and product development, you can be confident that we'll provide the reliable support your business needs to thrive. So why choose COLETEK for your Salamander Bay, New South Wales, Australia-based business? The answer is simple: our commitment to collaboration, combined with our expertise in innovation and technical engineering, allows us to deliver tailored solutions that address your specific challenges. From concept to delivery, we'll work closely with you to ensure seamless integration of our services into your operations. As a well-established company operating throughout Salamander Bay, New South Wales, Australia and across the country, COLETEK possesses a deep understanding of the unique challenges facing businesses in this region. We're dedicated to providing support that is not only locally responsive but also globally relevant. Our team's collective expertise is matched only by their passion for delivering exceptional results.