AI & Machine Learning Services for Girralong 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 Girralong 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 Girralong 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 Girralong 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.

Located in the heart of New South Wales, Australia, Girralong is a thriving regional center that presents unique opportunities for businesses to grow and thrive. As a trusted partner, COLETEK is committed to supporting these endeavors through our multidisciplinary engineering and product development capabilities. Established in 2001 as a national company, COLETEK has earned a reputation for its reliability, collaboration, and capability in serving businesses across Girralong, New South Wales, Australia. Our team of experts takes pride in understanding the complexities and nuances of local industries, allowing us to develop tailored solutions that drive success. As a trusted partner, we take our responsibility seriously, working closely with clients to understand their needs and challenges. By leveraging our collective expertise, experience, and innovative approach, we empower businesses in Girralong, New South Wales, Australia to overcome obstacles, seize new opportunities, and achieve their goals. COLETEK's commitment to excellence has allowed us to build strong relationships with a diverse range of clients across various sectors, from manufacturing and infrastructure to healthcare and technology. Our team is passionate about delivering exceptional results that exceed client expectations and leave lasting impressions. Our extensive expertise and national presence enable us to provide comprehensive support to businesses in Girralong, New South Wales, Australia, as well as throughout the country. Whether you're a startup, an established player, or somewhere in between, we have the skills, resources, and know-how to help you achieve your aspirations. As a trusted partner to businesses across Girralong, New South Wales, Australia, COLETEK is dedicated to helping them overcome challenges, stay ahead of the curve, and thrive in their respective markets. If you're looking for a reliable engineering and product development company that can help take your business to the next level, we invite you to explore our capabilities and expertise.