AI & Machine Learning Services for St Clair 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 St Clair 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 St Clair 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 St Clair 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.

In St Clair, New South Wales, Australia, businesses need trusted collaborators to drive innovation and growth. Since 2001, COLETEK has been the go-to multidisciplinary Australian engineering and product development company for organizations seeking reliable expertise. Our national reputation is built on a foundation of experience, innovation, and unwavering commitment to delivering exceptional results. From St Clair's bustling commercial centers to the wider regional communities, we're proud to serve businesses across St Clair, New South Wales, Australia, providing unparalleled engineering and product development capabilities. Our team excels in understanding local market conditions, tailoring our approach to meet specific needs, and implementing effective solutions that drive real impact. What sets COLETEK apart is our interdisciplinary expertise, allowing us to leverage cutting-edge technology, collaborate seamlessly across disciplines, and develop innovative products that transform industries. Our clients appreciate the value we bring: from conceptualization through manufacturing and deployment, we're a partner you can count on for reliability, transparency, and results-driven excellence. Based in St Clair, New South Wales, Australia, but operating throughout the region, our services extend far beyond simple problem-solving. We empower businesses to stay ahead of the curve by fostering innovation, streamlining processes, and developing custom products that meet their unique needs. By combining art and science, we create engineered solutions that make a tangible difference in St Clair's entrepreneurial landscape. When you partner with COLETEK, rest assured that your business is in good hands. Our local presence in St Clair, New South Wales, Australia, allows us to understand the regional culture, nuances, and industry developments, giving us an edge in delivering tailored solutions that resonate with your customers. If you're ready to propel your business forward with expert engineering and product development solutions from a trusted national partner, look no further. Let's build something remarkable together.