AI & Machine Learning Services for Pine Lodge 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 Pine Lodge 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 Pine Lodge 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 Pine Lodge 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 business owner in Pine Lodge, New South Wales, Australia, you understand the importance of partnering with a trusted and reliable partner to help drive your success. For over 20 years, COLETEK has been serving businesses across Australia, providing multidisciplinary engineering and product development expertise that sets us apart from others. As a national company based in Pine Lodge, New South Wales, Australia, we're proud to support the growth and prosperity of local businesses like yours. When you team up with COLETEK, you can expect a collaborative approach that prioritizes your unique needs and goals. Our team of experienced engineers and product developers is dedicated to delivering innovative solutions that elevate your business operations, increase efficiency, and improve profitability. By leveraging our expertise in engineering and product development, you'll be better equipped to address the challenges and capture the opportunities that exist in Pine Lodge, New South Wales, Australia's thriving local economy. As a multidisciplinary company operating throughout Australia, including Pine Lodge, New South Wales, Australia, we have the capability to support businesses from various sectors. From manufacturing and logistics to healthcare and education, our comprehensive approach ensures that your business receives the tailored support it needs to thrive in today's competitive landscape. By partnering with us, you'll gain access to a wealth of knowledge, expertise, and resources that will help you navigate the complexities of running a successful business in Pine Lodge, New South Wales, Australia. COLETEK is committed to delivering reliable, results-driven solutions that meet your unique needs and exceed your expectations. Our operating philosophy is centered on building strong relationships with our clients, which enables us to provide personalized support tailored to their specific goals, objectives, and challenges. When you engage with COELTEK, you can be confident that you're partnering with a trusted national company dedicated to helping businesses in Pine Lodge, New South Wales, Australia, like yours, achieve lasting success.