AI & Machine Learning Services for St Georges Basin 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 Georges Basin 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 Georges Basin 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 Georges Basin 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.

Situated on the picturesque shores of St Georges Basin, New South Wales, Australia, our team at COLETEK is dedicated to supporting local businesses and entrepreneurs in their pursuit of excellence. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for reliability, collaboration, and capabilities that truly transform industries. With years of experience working with clients across St Georges Basin, New South Wales, Australia and beyond, we're uniquely positioned to help your organization thrive.

By combining cutting-edge innovation with a deep understanding of engineering principles, our team at COLETEK crafts tailored solutions that drive growth, efficiency, and sustainability. We take the time to understand your unique challenges and opportunities, leveraging our expertise in product development to craft bespoke strategies that resonate with your target audience. Whether your business is focused on manufacturing, services, or emerging markets, we'll work side-by-side with you to overcome hurdles and capitalize on untapped potential.

Our team doesn't just stop at providing technical solutions; rather, we take a holistic approach that considers the commercial, social, and environmental implications of our work. We believe in building genuine partnerships that benefit both parties – fostering trust and driving results that exceed expectations. Whether you're aiming to improve efficiency, boost competitiveness, or simply unlock new opportunities, COLETEK is the partner you can count on.

As a trusted national brand serving businesses across St Georges Basin, New South Wales, Australia and throughout the country, we've earned our reputation by consistently delivering high-quality results that exceed client expectations. Our commitment to excellence is reflected in every project we undertake – from conceptual design through prototyping, testing, and commercialization. We're proud to be a part of this vibrant community, dedicated to helping local businesses and entrepreneurs succeed.