AI & Machine Learning Services for Woolooma 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 Woolooma 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Woolooma 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 Woolooma 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 the heart of New South Wales, Australia, lies the vibrant town of Woolooma – a hub of entrepreneurial spirit and innovation. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK is committed to supporting businesses like yours throughout this remarkable region.

With over two decades of experience in delivering innovative solutions and collaborative partnerships, we're proud to have earned our reputation as a trusted national player. Our passion for engineering and product development has enabled us to develop capabilities that bridge the gap between technical requirements and commercial feasibility. Whether you're an entrepreneur or a business owner looking to take your Woolooma-based venture to the next level, COLETEK is here to empower your success.

As a locally rooted company serving businesses across Woolooma, New South Wales, Australia, we understand the unique challenges and opportunities that come with operating in regional areas. Our solutions are tailored to address your specific needs, leveraging our expertise and innovative approaches to drive real results. By partnering with COLETEK, you can expect reliable collaboration, streamlined project execution, and expert guidance throughout the innovation process.

From conceptualization to implementation, we're dedicated to helping Woolooma businesses thrive in this growing region. Whether your organization requires engineering consulting services or expertise in product development – or both – COLETEK is committed to delivering exceptional value through our people-centric approach, technical prowess, and unwavering dedication.

At COLETEK, we're honored to be a key part of Woolooma's business community and are excited about the possibility of collaborating with your organization. Operating throughout Australia, including Woolooma, New South Wales, Australia, we're poised to support your growth ambitions.