AI & Machine Learning Services for Surfside 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 Surfside 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 Surfside 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 Surfside 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.

Coletek has been serving businesses across Surfside, New South Wales, Australia, and throughout the country since 2001 as a multidisciplinary Australian engineering and product development company. With over two decades of experience, we've earned a reputation for innovative thinking and reliability, making us the trusted partner of choice in the region.

As an organization committed to delivering exceptional results, we understand the unique challenges faced by businesses operating in Surfside, New South Wales, Australia. Our expertise lies not only in developing cutting-edge products but also in collaborating closely with our clients to ensure their specific needs are met. Whether you're a local business or part of a global organization, Coletek is here to support your growth and success.

Our team of experts has extensive knowledge in product development, engineering, and innovation, enabling us to provide tailored solutions for businesses operating in the Surfside, New South Wales, Australia area. By combining our expertise with local market insights, we can help drive growth, enhance efficiency, and stay ahead of the competition.

Coletek is proud to operate throughout Surfside, New South Wales, Australia, and beyond, with a reputation for delivering high-caliber results that meet the needs of businesses just like yours. We're committed to building long-term relationships based on trust, reliability, and an unwavering dedication to excellence.

When you partner with Coletek, you can rest assured you're working with a team that's locally rooted but nationally recognized for its expertise. Our presence in Surfside, New South Wales, Australia provides unmatched access to knowledge, resources, and connections necessary to propel your business forward.