AI & Machine Learning Services for Mangoplah 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 Mangoplah 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 Mangoplah 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 Mangoplah 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 and established multidisciplinary Australian engineering and product development company, Coletek is proud to serve businesses across Mangoplah, New South Wales, Australia and throughout the country. With over 20 years of experience in delivering innovative solutions, our team has earned a reputation for reliability, collaboration, and capability that sets us apart. Operating from our base in Mangoplah, New South Wales, Australia, we take pride in being a local business with national reach. Our deep understanding of the Australian market and its unique challenges enables us to provide tailored support to clients across a wide range of industries. By working closely with our customers, we've developed a keen appreciation for their specific needs and goals. This expertise allows us to develop customized solutions that not only meet but exceed expectations. At Coletek, we believe in fostering lasting relationships built on trust, open communication, and shared success. Whether you're looking to improve your current operations or drive innovation and growth, our multidisciplinary team is well-equipped to guide you every step of the way. We leverage our collective expertise in engineering, product development, and project management to deliver projects that are both feasible and effective. As a Mangoplah-based business ourselves, we understand the importance of community and regional development. Our commitment to supporting local businesses like yours means that we'll work with you to develop creative solutions that address your unique challenges and opportunities. From concept to reality, our experienced professionals will work tirelessly to ensure that your project is completed on budget, on time, and exceeds your expectations. If you're looking for a trusted partner in product development or engineering services that understands the intricacies of operating in Mangoplah, New South Wales, Australia, look no further than Coletek. Let us leverage our expertise, innovative thinking, and passion for exceptional results to drive success for your business.