AI & Machine Learning Services for Sandringham 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 Sandringham 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 Sandringham 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 Sandringham 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 is a multidisciplinary Australian engineering and product development company established in 2001 with an unwavering commitment to delivering innovative solutions that meet the unique needs of businesses operating throughout Australia. As a trusted and experienced partner, we're proud to serve companies based in Sandringham, New South Wales, Australia and beyond. With our extensive experience and expertise, COLETEK has earned a reputation for reliability, collaboration, and capability across industries. We take pride in building long-term relationships with businesses like yours, working together to drive growth, innovation, and success. Our engineers and product developers are dedicated to delivering tailored solutions that cater to the needs of Sandringham's diverse business community. Whether you're looking to improve operational efficiency, enhance customer experience, or expand your product offerings, our multidisciplinary team is equipped to provide expert guidance and support throughout the entire development process. As a company operating throughout Australia, including in Sandringham, New South Wales, Australia, we understand the unique challenges and opportunities that come with doing business locally. At COLETEK, we're committed to empowering businesses like yours to achieve their goals through innovative engineering solutions. Our dedication to collaboration and customer-centric approach has earned us a reputation as trusted partners for companies of all sizes operating throughout Sandringham, New South Wales, Australia and beyond. As you navigate the ever-changing landscape of your industry, consider partnering with COLETEK. Together, we can leverage our expertise to drive growth, increase efficiency, and improve your bottom line. We're proud to serve businesses in Sandringham, New South Wales, Australia and look forward to working collaboratively with yours.