AI & Machine Learning Services for Mungo 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 Mungo 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 Mungo 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 Mungo 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 trusted partner for businesses across Mungo, New South Wales, Australia and nationwide, COLETEK brings its multidisciplinary expertise in engineering and product development to the fore. With over 20 years of experience since our establishment in 2001, we've earned our reputation as a reliable collaborator, dedicated to helping Australian industry leaders thrive. At COLETEK, we understand the unique challenges faced by businesses in Mungo, New South Wales, Australia, where regional communities often require tailored solutions to overcome local hurdles. Our team is committed to supporting these enterprises through thick and thin, leveraging our breadth of knowledge across engineering disciplines to deliver innovative, effective results that drive growth and success. Building lasting relationships with our clients is at the heart of what we do. By working closely together, we foster an atmosphere of open communication, trust, and mutual respect. This synergy enables us to tailor our approach to each business's distinct needs, leveraging COLETEK's collective expertise in product development, engineering, and project management. Through this collaborative approach, we've earned the trust of businesses throughout Mungo, New South Wales, Australia, who rely on our commitment to quality, reliability, and timely delivery. At every turn, our dedication to operational excellence and innovative spirit has allowed us to rise above the expectations of even the most discerning clients. In Mungo, New South Wales, Australia, you can count on COLETEK as a dependable partner in your pursuit of innovation. Allow us to bring our multidisciplinary expertise to bear on your unique challenges, and let's build something remarkable together that drives long-term prosperity for your business.