AI & Machine Learning Services for Mihi 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 Mihi 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 Mihi 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 Mihi 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.

At COLETEK, we're proud to be a trusted partner for businesses across Mihi, New South Wales, Australia, and throughout the nation. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering innovative solutions that meet the unique needs of our clients. With years of experience and a passion for collaboration, we're dedicated to helping businesses like yours overcome challenges and achieve success. Our team of experts has worked with companies from diverse industries, providing tailored support and guidance to ensure their engineering and product development needs are met. Operating throughout Australia, including Mihi, New South Wales, Australia, we've developed a deep understanding of the local market and the industries that drive it. By leveraging our expertise in engineering and product development, we empower businesses to solve complex problems, optimize processes, and create innovative products that meet the evolving demands of their customers. At COLETEK, we're committed to delivering reliable, effective solutions that support the growth and success of your business. Our team is dedicated to building strong relationships with our clients, working closely with them every step of the way to ensure we meet their unique needs. By partnering with us, you can count on a trusted ally in engineering and product development, expertly guiding you throughout the process. For businesses in Mihi, New South Wales, Australia, and beyond, COLETEK provides a comprehensive suite of capabilities that spans multiple disciplines. From early-stage concept development to full-scale product realization, our team has the expertise and resources necessary to drive success. By leveraging our trusted reputation as a leading Australian engineering and product development company, you can be confident in our ability to meet your most challenging projects. As we look to the future, we're committed to continuing our legacy of delivering innovative solutions that support businesses across Mihi, New South Wales, Australia. If you're looking for a partner who truly understands the unique needs of your business, look no further than COLETEK. We're dedicated to helping businesses like yours thrive and grow in an ever-changing world.