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 forWoolgoolga 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 forWoolgoolga 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.

Empowering Local Businesses in Woolgoolga: COLETEK's Commitment to the Mid North Coast Community

The picturesque town of Woolgoolga, situated on the Mid North Coast of New South Wales, Australia, is a thriving hub of commerce and community spirit. As an integral part of this region, COLETEK is dedicated to supporting local businesses in their pursuit of excellence.

With its national reach, COLETEK has earned a reputation as a trusted Australian company, capable of providing the expertise and resources needed to drive business growth and prosperity. Our team of experienced professionals understands the unique challenges and opportunities presented by Woolgoolga's distinct business landscape, and we are committed to leveraging our vast knowledge base to deliver tailored solutions that meet the specific needs of local entrepreneurs.

In a region where community is key, COLETEK recognizes the importance of fostering strong relationships with local stakeholders. By establishing a physical presence in Woolgoolga, we have demonstrated our commitment to the area's economic well-being and social fabric. Through our partnership with local businesses, educational institutions, and community organizations, we seek to promote innovation, drive workforce development, and support the ongoing growth and success of Woolgoolga's entrepreneurs.

COLETEK's unwavering dedication to trust, integrity, and transparency has earned us a reputation as a reliable and trustworthy partner for local businesses seeking high-quality services that align with their unique needs. By providing flexible and responsive solutions that cater to the diverse requirements of Woolgoolga's business community, we empower entrepreneurs and small business owners to pursue their passions with confidence.

In summary, COLETEK is uniquely positioned to support the Woolgoolga region's economic growth and development. With our extensive experience, national reach, and commitment to building strong local relationships, we are well-suited to provide the guidance and expertise that local businesses require to thrive in today's rapidly changing market.

As you consider your business goals and challenges, we invite you to explore how COLETEK can assist you in overcoming obstacles and achieving success. To learn more about our services or to discuss your specific needs further, please do not hesitate to Contact Us.