AI & Machine Learning Services for Girralong 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 forGirralong 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 Girralong 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 forGirralong 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.

A Local Leader in Digital Excellence: Your Partner in Girralong, Mid North Coast, New South Wales, Australia

Nestled within the picturesque Girralong region on the stunning Mid North Coast of New South Wales, Australia, lies a thriving business community that's been impacted by the rapid growth of digital technology. As a local with deep roots in the area, we at COLETEK understand the importance of supporting our neighbors and friends to help drive regional prosperity.

Operating locally means more than just setting up shop; it requires genuine understanding and insight into the unique needs and challenges facing businesses like yours along the Mid North Coast. At COLETEK, we've taken the time to get to know you – your struggles, your triumphs, and your aspirations. Our team has years of experience in delivering exceptional digital expertise that yields tangible results for local organizations. Whether you're a budding startup or an established enterprise, we'll work closely with you to identify opportunities for growth.

What sets us apart is our commitment to trust – the foundation upon which all successful partnerships are built. We believe that building strong relationships and fostering open communication can help bridge the gap between where your business is today and where it aspires to be tomorrow. Our team of digital experts has a keen eye for innovation, always searching for new ways to drive efficiency and boost performance across the Mid North Coast.

Australia-wide, COLETEK has established itself as a trusted partner within the realms of digital technology. By partnering with local businesses like yours in Girralong, we not only demonstrate our ability to connect with your unique needs but also showcase our capacity to scale and adapt to ever-changing market conditions. Our localized presence enables us to stay attuned to regional trends and developments, ensuring that our expertise effectively resonates with your customers and stakeholders.

In a world where digital transformation is inevitable, COLETEK is committed to being your guide in navigating the complexities of an increasingly interconnected landscape. We'll work tirelessly alongside you, exploring innovative solutions tailored to enhance your unique strengths while strategically positioning yourself for future success. Your neighbors, friends, and community are counting on entrepreneurs like you – Girralong, Mid North Coast, New South Wales, Australia – we're here to empower you.