AI & Machine Learning Services for Duns Creek 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 forDuns Creek 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 Duns Creek 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 forDuns Creek 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.

Strengthening Local Businesses in Duns Creek, Lower Hunter Valley, and Beyond

As the heart of Australia's oldest wine region, Duns Creek is a thriving location where tradition meets innovation. Our local community is comprised of passionate entrepreneurs, dedicated business owners, and hardworking families, all striving for success. At COLETEK, we're honored to be part of this fabric, providing unparalleled support to businesses in the area and beyond. With decades of expertise under our belt, we've earned a reputation as trusted advisors, always putting our clients' needs first. Our footprint stretches nationwide, spanning multiple regions, sectors, and industries. We take pride in understanding the unique challenges and opportunities faced by local entrepreneurs like you. COLETEK's commitment to Duns Creek isn't limited to mere geographical convenience. We actively invest time and resources into fostering strong relationships with businesses, charities, and community groups within our catchment area. This dedication resonates with local families who rely on job creation, economic growth, and a vibrant neighborhood atmosphere. As your trusted ally, we recognize the significance of building trust and fostering long-term partnerships. Our team is handpicked for their exceptional skills, industry acumen, and strong business sense. We pride ourselves on staying at the forefront of innovation, embracing new ideas and technologies to drive real-world impact. This fusion of traditional expertise and modern agility allows us to craft tailored solutions that empower your success. Our commitment to Duns Creek isn't just about doing business – it's about being a valued part of this magnificent region. We're eager to collaborate with like-minded entrepreneurs, share knowledge and best practices, and contribute positively to the local economy. Whether you're an established player or starting fresh, we believe in treating our clients as true partners, not just customers. So, if you're seeking a trusted advisor with a deep understanding of Duns Creek's unique dynamics, look no further. COLETEK has the expertise, passion, and community connection to help your business flourish in this remarkable location.

Now it's time for us to roll up our sleeves together! To take the next step toward achieving your goals, simply Contact Us.