AI & Machine Learning Services for Munni 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 Munni 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 Munni 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 Munni 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.

COLETEK has been at the forefront of innovation and engineering excellence since 2001, when we established ourselves as a multidisciplinary Australian company dedicated to delivering exceptional product development and engineering solutions. Today, we're proud to serve businesses across Munni, New South Wales, Australia, drawing on our wealth of experience to drive success and reliability in their operations. As a trusted national player in the industry, COLETEK has earned a reputation for consistently delivering high-quality results that meet the unique needs of each client. This is because we're committed to building strong relationships with our customers, understanding their specific challenges and goals before developing tailored solutions that drive value. Whether you're looking to improve operational efficiency, enhance customer experiences, or stay ahead in a competitive market, our team of skilled engineers and product developers can help. Based in Munni, New South Wales, Australia, COLETEK operates throughout this region and beyond, with the capability to support businesses big and small. We understand that every organization is unique, and we're designed to be adaptable and responsive to your specific needs and goals. That's why we take a collaborative approach to engineering and product development, partnering closely with our customers to ensure that their projects are completed on time, within budget, and to the highest possible standard. By partnering with COLETEK, you can tap into our extensive experience, innovation, and expertise to drive growth, efficiency, and success in your business. We're not just engineers – we're problem-solvers who can help you overcome complex challenges and turn market opportunities into concrete reality. Whether you're a local business owner or an executive looking to expand your operations nationally, COLETEK is well-positioned to support your needs. For businesses in Munni, New South Wales, Australia, there's no better choice than COLETEK for engineering excellence. We're dedicated to delivering exceptional results that meet the unique demands of this region and its industries. If you're ready to take your business to the next level, we're here to help – let's build something remarkable together.