AI & Machine Learning Services for Goonengerry 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 for Goonengerry 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 Goonengerry 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 for Goonengerry 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.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for delivering innovative solutions that transform industries. With a strong presence throughout Australia, including Goonengerry, New South Wales, our team has developed expertise in serving diverse range of businesses – from startups to large corporations. Based in Goonengerry, New South Wales, Australia, we take pride in being a trusted partner for businesses seeking reliable support. Our engineers and product developers use cutting-edge technology and collaborative methodologies to design and develop solutions that meet the unique needs of local enterprises operating across various sectors. Whether you're looking to boost efficiency, reduce costs, or enhance customer experience, our multidisciplinary expertise makes us the perfect choice. Operating throughout Goonengerry, New South Wales, Australia, we've developed a deep understanding of regional businesses and their challenges. Our locally-tailored approach enables us to provide custom solutions that resonate with local markets. Moreover, our national presence allows us to leverage expertise from other regions, ensuring that your business stays ahead of the curve. At COLETEK, we're dedicated to building long-term partnerships that drive lasting results. We're committed to understanding your unique goals and objectives, then crafting tailored solutions that meet your specific needs. Whether you need assistance with product development, engineering support, or innovative solutions – our team is ready to work collaboratively with yours. With years of experience in Goonengerry, New South Wales, Australia, we've established a network of esteemed clients across various sectors. Our dedication to delivering exceptional results has earned us recognition within the industry and among local businesses.