AI & Machine Learning Services for Sandgate 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 Sandgate 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 Sandgate 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 Sandgate 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 thriving coastal suburb of Sydney, Sandgate, New South Wales, Australia, is known for its scenic beauty and close-knit community. At COLETEK, we're proud to have been serving businesses across this charming region since 2001. As a multidisciplinary Australian engineering and product development company, our team has consistently demonstrated expertise in delivering innovative solutions that meet the unique needs of local operators. With deep roots in Sandgate, New South Wales, Australia, and throughout Australia, we've earned a reputation for reliability, collaboration, and capability. Our passion is to empower businesses like yours with the cutting-edge technology and engineering services necessary to drive growth and progress. By combining our national expertise with local market insight, we help entrepreneurs and business leaders in Sandgate, New South Wales, Australia, overcome complex challenges and seize new opportunities. COLETEK's comprehensive portfolio encompasses diverse sectors, including manufacturing, energy, infrastructure, healthcare, and more. Our approach is centered on active collaboration, open communication, and a commitment to delivering results that exceed expectations. Whether you're seeking assistance with product development, engineering consulting, or manufacturing process optimization, our team of experts stands ready to support your business. Our presence in Sandgate, New South Wales, Australia, allows us to engage closely with the local community, understanding the distinct needs and aspirations of businesses operating within this region. This proximity enables us to respond quickly to emerging trends, capitalize on valuable opportunities, and provide tailored solutions that meet the unique demands of local industries. At COLETEK, we're dedicated to being a trusted partner for your business in Sandgate, New South Wales, Australia. So why wait? Join forces with a seasoned engineering and product development partner committed to driving success throughout Sandgate, New South Wales, Australia. Let us help you navigate the complexities of local market challenges and seize the opportunities that come with operating in this vibrant region.