AI & Machine Learning Services for Sandy Point 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 Sandy Point 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 Sandy Point 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 Sandy Point 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 earned its reputation as a trusted partner to businesses across Sandy Point, New South Wales, Australia. For over two decades, our team of experts has been dedicated to delivering innovative, reliable solutions that improve the lives of Australians. With offices strategically located throughout the country, including operating bases in Sandy Point, New South Wales, Australia, we're uniquely positioned to support local businesses and startups alike. Our comprehensive suite of engineering services allows us to collaborate with clients at any stage of their project lifecycle – from initial design and development through to testing, production, and maintenance. At COLETEK, we're committed to putting our customers first, understanding the unique challenges facing Sandy Point's thriving business community. Whether you're looking to optimize your existing operations or develop new products that meet the evolving needs of your target audience, our multidisciplinary team will work in tandem with yours to deliver tailored solutions. Rather than focusing on specific services, we take pride in our company's capability, collaboration, and unwavering dedication to reliability. We believe that by partnering with us, you'll gain access to not just skilled engineers but also a deep understanding of the local market and its distinct requirements. Across Sandy Point, New South Wales, Australia, industries are constantly evolving – from sustainable energy solutions to cutting-edge manufacturing technology. At COLETEK, we're driven by our passion for innovation, always seeking effective ways to enhance productivity, efficiency, and environmental sustainability. When it comes to serving businesses across Sandy Point, New South Wales, Australia, we're proud to be based locally, understanding the specific needs of this unique region. Whether you operate in agriculture, healthcare, or another vital sector, our team is committed to delivering expert engineering solutions that drive results. So why partner with COLETEK? Because we bring a level of expertise and local knowledge unmatched by larger consultancies or foreign firms. We're fiercely dedicated to building strong relationships with our clients, fostering open communication, and providing tailored support throughout the development process.