AI & Machine Learning Services for Woolgoolga 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 Woolgoolga 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 Woolgoolga 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 Woolgoolga 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 has been proudly serving businesses across Woolgoolga, New South Wales, Australia and throughout Australia since 2001. As a multidisciplinary Australian engineering and product development company, we're committed to delivering exceptional results that exceed our clients' expectations.

Our team of experts is dedicated to collaborating with local businesses in Woolgoolga, New South Wales, Australia to bring innovative ideas to life. With years of experience in the field, we've developed a reputation for reliability and capability that has earned us trust among industries nationwide. Whether you're looking to develop new products or improve your existing processes, our team is here to support your growth.

As a trusted partner, Coletek operates throughout Australia, including Woolgoolga, New South Wales, Australia. Our presence in the region allows us to provide personalized attention and tailored solutions that cater specifically to the unique needs of local businesses. With our expertise and capabilities, you can rest assured that your project is in good hands.

At Coletek, we're passionate about building strong relationships with our clients and fostering long-term partnerships. We understand the importance of collaboration and communication in achieving successful outcomes. Our goal is to not just deliver a product or solution but to also provide guidance and support throughout the entire process, ensuring that your business thrives in Woolgoolga, New South Wales, Australia.

If you're looking for a trusted engineering and product development partner that can help take your business to the next level, look no further than Coletek. With our team's expertise, innovative approach, and local presence, we're confident that we can support your growth and success in Woolgoolga, New South Wales, Australia.