AI & Machine Learning Services for Yagon 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 forYagon 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 Yagon 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 forYagon 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 - A Trusted Partner for Yagoon's Local Businesses

In the heart of the Mid North Coast, in Yagoon, New South Wales, Australia, local businesses are the backbone of the community. They're the faces you see on market stalls, the hands that build and create, and the entrepreneurs who invest in their towns' futures. And when these businesses need expert guidance and support, they can count on COLETEK.

As a trusted Australian company with a national reach, COletek has been a driving force behind local economic growth for decades. Our long-term commitment to the region has earned us recognition as a go-to partner for Yagoon's dynamic businesses. We pride ourselves on getting to know each community, understanding its unique character and challenges, and providing tailored support that drives positive change.

While we're proud of our national reputation, it's our local presence that truly sets us apart. Our dedicated team members are embedded in the community, working closely with Yagoon's entrepreneurs, inventors, and innovators to turn their visions into reality. We're more than just a consulting firm – we're neighbors, collaborators, and friends who care deeply about the region's prosperity.

At COletek, we believe that trust is the foundation of any successful partnership. That's why we've worked tirelessly to build strong relationships with local stakeholders, earned through years of transparent communication, genuine listening, and effective problem-solving. Our reputation for integrity has earned us a loyal following among Yagoon's businesses, which know they can count on us to offer innovative solutions that drive growth, create jobs, and enhance the area's economic resilience.

Our approach is all about innovation – finding new ways to unlock the region's potential, embracing fresh ideas, and celebrating our community's unique characteristics. We're not just a numbers-crunching outfit; we're passionate advocates for Yagoon's entrepreneurs, always looking for creative solutions that can spark economic vitality and drive progress.

As you navigate the ever-changing landscape of Yagoon's business world, remember that COletek is here to support your journey every step of the way. Whether you're a seasoned pro or just launching your venture, we'll work together to identify opportunities, overcome challenges, and achieve success. With our expertise, local knowledge, and commitment to the area, we're confident that together, we can build a brighter future for Yagoon's businesses.