AI & Machine Learning Services for Sans Souci 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 Sans Souci 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 Sans Souci 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 Sans Souci 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 a trusted partner to businesses across Sans Souci, New South Wales, Australia and beyond, providing unparalleled engineering and product development expertise since 2001. As a multidisciplinary Australian company with a national reputation for reliability, collaboration, and capability, we're dedicated to helping local businesses thrive in the wake of digital disruption.

With our extensive experience in serving businesses in Sans Souci, New South Wales, Australia, we understand the unique challenges facing entrepreneurs and business leaders in this ever-evolving market. Our team of innovative engineers and product developers is committed to delivering tailor-made solutions that drive growth, reduce costs, and enhance competitiveness.

Our reputation as a trusted partner stems from our ability to bring together diverse expertise, from cutting-edge engineering and software development to electronics design and manufacturing. This multidisciplinary approach enables us to craft bespoke solutions that meet the distinct needs of businesses in Sans Souci, New South Wales, Australia and throughout Australia.

We take pride in sharing our extensive knowledge with clients across various sectors, from aerospace and defense to automotive and healthcare. By listening to their needs and challenges, we work closely together to co-create innovative products and services that transform their operations – a partnership that empowers businesses in Sans Souci, New South Wales, Australia to reach new heights.

As your trusted partner, Coletek is equipped to support your business at every stage of its development. From conceptual design through prototyping, testing, production, and deployment, we'll work tirelessly alongside you to ensure the delivery of exceptional products that exceed expectations. And once you're up and running, we'll be here to provide post-launch support, ensuring seamless operations.