AI & Machine Learning Services for Peats Ridge 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 Peats Ridge 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 Peats Ridge 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 Peats Ridge 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 is proud to serve businesses across Peats Ridge, New South Wales, Australia, providing trusted engineering and product development expertise. With over two decades of experience, we have established ourselves as a multidisciplinary Australian company that can handle even the most complex projects.

From our base in Peats Ridge, New South Wales, Australia, we operate throughout the region, offering reliable and collaborative support to local businesses and organizations. Our team is composed of skilled engineers and product development professionals who are dedicated to delivering innovative solutions that meet your specific needs.

Coletek's national reputation for trustworthiness and capability has been built upon our commitment to excellence in every project we undertake. Whether you're a start-up looking to bring a new idea to life or an established business seeking to improve existing processes, we have the skills and expertise to help you achieve your goals.

Our dedication to collaboration and customer satisfaction has earned us a reputation for being a reliable partner in product development. By leveraging our expertise, businesses throughout Peats Ridge, New South Wales, Australia can tap into the latest technologies and innovations, giving them a competitive edge in their respective markets.

If you're looking for a trusted engineering and product development partner that understands the unique challenges and opportunities facing businesses in Peats Ridge, New South Wales, Australia, look no further than Coletek. We're eager to bring our expertise and resources to bear on your next project, helping you create something remarkable along the way.