AI & Machine Learning Services for Galong 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 Galong 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 Galong 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 Galong 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 reliable, effective solutions that drive growth for businesses across the country. Now, we're proud to bring our expertise to Galong, New South Wales, Australia - a thriving community with a strong agricultural heritage. With its rich history and natural beauty, Galong is an attractive location for entrepreneurs and innovators, but it takes more than just passion to succeed. It takes the right partners, tools, and expertise to turn ideas into reality. That's where COLETEK comes in. Based in Galong, New South Wales, Australia, our team of engineers and product developers is dedicated to helping local businesses like yours overcome challenges and achieve their goals. Operating throughout Australia, we've established a national presence that allows us to cater to diverse industries and sectors. At COLETEK, we understand the importance of collaboration and flexibility in today's fast-paced business landscape. Our commitment to innovation and engineering excellence enables us to adapt quickly to changing market conditions, ensuring our clients receive tailored solutions that meet their unique needs. When you partner with COLETEK, you can rely on our trusted expertise and comprehensive capabilities to help drive your growth strategy. We're not just a technical service provider - we're a business enabler, committed to empowering local entrepreneurs and corporations alike. Whether you're looking for bespoke engineering solutions, innovative product development strategies, or expert consulting services, COLETEK has the skills, resources, and experience to support your success. As an integral part of the Galong community, we're dedicated to building long-term relationships with our clients and fostering a culture of innovation and entrepreneurship. Our goal is to empower local businesses across Galong, New South Wales, Australia, and beyond, by providing tailored engineering solutions that drive growth, increase efficiency, and reduce costs.