AI & Machine Learning Services for Googong 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 forGoogong 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 Googong 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 forGoogong 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.

Success in Googong, Murray & Riverina: COLETEK's Story of Trust and Innovation

Located at the heart of New South Wales, Australia – specifically in Googong, Murray & Riverina – COLETEK is a trusted name that understands the unique needs of local businesses in this picturesque region. Our deep roots in Australian soil enable us to connect with our customers on a personal level, tailoring our approach to cater to their specific requirements and ambitions.

In an ever-evolving landscape where technology and innovation are transforming industries, COLETEK stands strong as a reliable partner for entrepreneurs and leaders seeking guidance. With a national presence that stretches from coast to coast, we've developed a profound understanding of the regional differences that define Googong, Murray & Riverina – its people, culture, and market dynamics.

For decades, COLETEK has been empowering local businesses, fostering community growth, and reinforcing the fabric of our region's economy. We take pride in our expertise, developed through tireless efforts to stay ahead of the curve and provide customized solutions that drive real results. Our commitment to trust, integrity, and transparency earned us a reputation as a company you can count on – in Googong, Murray & Riverina, and across the nation.

By understanding the pulse of our community, we've identified key areas where innovative thinking and technological advancements can make a tangible difference. Whether it's exploring new markets, streamlining operations, or embracing emerging trends, COLETEK walks alongside local businesses, navigating challenges and opportunities with empathy and expertise.

We're not just about numbers; we're about people – the folks who call Googong, Murray & Riverina home. Our dedication to this beautiful region reflects our genuine desire to be a pillar of support for entrepreneurs, job creators, and community leaders. When local businesses thrive, we all benefit – and that's what drives us at COLETEK.

As your trusted partner in Googong, Murray & Riverina, COLETEK is ready to roll up our sleeves and work with you, understanding your unique goals, and delivering tailored support that yields meaningful outcomes. With a deep appreciation for the unique rhythms of New South Wales's stunning countryside, we're positioned to empower local businesses, driving growth and prosperity in this special corner of Australia.