AI & Machine Learning Services for Noojee 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 Noojee 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 Noojee 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 Noojee 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 local business owner, you understand the importance of finding reliable partners who can help you innovate, improve efficiency, and drive growth. At COLETEK, we're proud to have established ourselves as a trusted multidisciplinary Australian engineering and product development company since 2001.

Hailing from Noojee, Victoria, Australia, our team has honed its expertise in servicing businesses across this region and throughout the country. We've earned a reputation for being committed, collaborative, and capable partners who can help you overcome unique challenges and seize new opportunities.

What sets us apart is our comprehensive approach to engineering and product development, combining technical prowess with business acumen. Our expertise spans diverse sectors, allowing us to apply our knowledge and skills to suit your specific needs. Whether you're looking to optimize processes, improve product performance, or launch innovative solutions, we have the capabilities and experience to support you every step of the way.

Based in Noojee, Victoria, Australia, our proximity to local businesses enables us to respond swiftly to changing requirements, provide face-to-face collaboration, and stay attuned to the regional pulse. When operating throughout Noojee, Victoria, Australia, we bring a deep understanding of the area's culture, markets, and challenges – allowing us to tailor our services to your specific needs.

COLETEK isn't just about providing solutions; it's about building lasting partnerships that drive mutual success. We're dedicated to fostering open communication, sharing expertise, and collaborating closely with businesses across Noojee, Victoria, Australia. Your success is our top priority.