AI & Machine Learning Services for Wylie Creek 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 Wylie Creek 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 Wylie Creek 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 Wylie Creek 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're passionate about empowering businesses across Wylie Creek, New South Wales, Australia to thrive in an ever-evolving market. As a multidisciplinary Australian engineering and product development company established in 2001, our expertise is rooted in innovation, reliability, and collaboration. With over two decades of experience, we've built a reputation as trusted advisors and partners in multiple industries.

Our team has extensive knowledge of Australia's diverse regions, including Wylie Creek, New South Wales, where we're proud to serve businesses from the local community and beyond. We understand the unique challenges and opportunities that arise when doing business in this region, and we're here to support your growth with tailored solutions.

COLETEK is more than just an engineering and product development company – we're a trusted partner dedicated to helping organizations like yours overcome complex technical challenges. Our capabilities span multiple disciplines, from mechanical design to systems integration, ensuring that your business stays ahead of the curve.

We've earned the trust of companies throughout Australia by delivering consistent results, responding promptly to evolving needs, and providing expert guidance on how to navigate technological advancements. By putting our expertise at your fingertips, we empower you to focus on what matters most – driving your business forward.

Whether you're an established player or an entrepreneur looking to make a mark in Wylie Creek, New South Wales, Australia or elsewhere across the nation, COLETEK is the right partner for your organization. We'll work closely with you to develop tailored solutions that meet your unique needs and goals.