AI & Machine Learning Services for South Coogee 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 South Coogee 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 South Coogee 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 South Coogee 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.

At COLETEK, we've earned a reputation as a multidisciplinary Australian engineering and product development company since our establishment in 2001. With an eye on the future, we've consistently innovated and adapted to meet the evolving needs of businesses across South Coogee, New South Wales, Australia. As a trusted partner, COLETEK has supported local companies and national enterprises alike in realizing their vision. Our team's collective expertise spans multiple disciplines, allowing us to take an integrated approach to solving engineering and product development challenges. For South Coogee, New South Wales, Australia businesses seeking reliability, collaboration, and capability, we're the perfect partner. Operating throughout Australia, COLETEK has a deep understanding of the unique demands facing industries in South Coogee, New South Wales, Australia. By leveraging our national reputation, combined with local knowledge, we empower businesses to drive innovation and success. Whether your focus lies in design, development, testing, or manufacturing, you can count on COLETEK's comprehensive capabilities serving businesses across South Coogee, New South Wales, Australia. In an era where adaptability and resilience are crucial, our team's expertise allows for seamless integration of the latest technologies and methodologies. This enables businesses like yours to stay ahead of the curve while minimizing risk. At COLETEK, we're uniquely placed to support South Coogee, New South Wales, Australia companies as they navigate an ever-changing landscape. If you're seeking a trusted partner to help you overcome engineering or product development hurdles in South Coogee, New South Wales, Australia, look no further than COLETEK. Let's work together to craft innovative solutions that drive growth and success for your business.