AI & Machine Learning Services for Woolomin 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 Woolomin 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 Woolomin 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 Woolomin 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, our team of experts has been dedicated to delivering innovative engineering and product development solutions for businesses like yours in Woolomin, New South Wales, Australia since 2001. As a multidisciplinary Australian company with a trusted national reputation, we've had the privilege of supporting local companies across Woolomin and beyond. As a business owner or decision-maker based in Woolomin, you know how essential it is to have reliable partners who understand your unique challenges and goals. That's where COLETEK comes in – our team collaborates closely with clients to provide bespoke engineering and product development solutions that meet their specific needs. With our expertise and capability, we've helped numerous businesses throughout Australia overcome hurdles, streamline operations, and drive growth. By serving businesses across Woolomin, New South Wales, Australia, we're committed to helping the local community thrive. We pride ourselves on being a trusted, go-to partner for companies looking to achieve their objectives through innovative engineering and product development. From concept to reality, our extensive experience in design, testing, and manufacturing enables us to deliver high-quality solutions that meet even the most demanding specifications. At COLETEK, we understand the importance of relationships built on trust, reliability, and open communication. We take the time to listen to your unique needs and goals, working closely with you to develop tailored engineering and product development strategies that drive results. With a strong presence in Woolomin, New South Wales, Australia, and nationwide capabilities, we're uniquely positioned to support businesses across this region. So why settle for anything less when it comes to finding the perfect partner for your Woolomin business? Instead of compromising on quality or reliability, choose COLETEK – a trusted Australian engineering and product development company with the skills, expertise, and local knowledge you need. Let us help you build something remarkable together.