AI & Machine Learning Services for Pelican 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 forPelican 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 Pelican 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 forPelican 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.

Innovative Solutions for Pelican, East Lake Maquarie, and Beyond: Your Trusted Partner in New South Wales, Australia

Located in the charming town of Pelican, within the picturesque East Lake Macquarie region of New South Wales, Australia, COLETEK is a nationally renowned company committed to delivering exceptional services to local businesses and residents. With a deep understanding of the unique challenges and opportunities in this area, our team is dedicated to providing tailored solutions that drive success for our clients.

Situated at the heart of East Lake Macquarie, Pelican is a vibrant community known for its stunning waterways, beautiful parks, and strong sense of community. As a local company with a national reach, COLETEK is well-positioned to support the region's growth and development, fostering long-term partnerships that benefit both our clients and the community we serve.

Your trusted partner in Pelican and East Lake Macquarie, COLETEK brings a wealth of expertise and innovative thinking to the table. With years of experience serving businesses across Australia, our team possesses a deep understanding of local markets, regional trends, and national regulations – ensuring that your specific needs are met with precision and care.

We pride ourselves on being more than just a service provider; we're committed members of this community who genuinely care about the people and businesses that make it thrive. Our passion for innovation and dedication to delivering exceptional results have earned us a reputation as a trusted Australian company, respected by our clients and valued by our partners.

Here at COLETEK, we believe in building strong relationships, being approachable and responsive, and always putting your needs first. We're excited to work with you, whether you're an established business or just starting out, and help you achieve your goals in Pelican, East Lake Macquarie, and beyond.