AI & Machine Learning Services for Medowie 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 Medowie 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 Medowie 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 Medowie 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 or decision-maker in Medowie, New South Wales, Australia, you understand the importance of having a reliable partner to support your operations. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a reputation for innovation and expertise, we've built a national presence serving businesses across Medowie, New South Wales, Australia. Located in Medowie, New South Wales, Australia, our team is committed to delivering exceptional engineering solutions that meet the unique needs of local businesses. By leveraging over two decades of experience, we've developed a deep understanding of the challenges and opportunities facing organizations in this region. Our extensive expertise spans multiple industries and technical areas, enabling us to provide tailored support for Medowie-based companies seeking to innovate, expand, or overcome specific challenges. As a trusted partner, COLETEK is dedicated to fostering strong relationships with businesses across Medowie, New South Wales, Australia. We believe that collaboration is key to unlocking success, and we strive to bring our clients the best possible outcomes by combining our collective knowledge and resources. By working closely together, we can help your business thrive in an ever-evolving competitive landscape. At COLETEK, you'll benefit from a team of skilled engineers, developers, and consultants who possess a deep understanding of local needs and requirements. Our capabilities extend beyond mere technical expertise, encompassing the critical aspects of communication, adaptability, and reliability that are essential for successful project delivery. Whether you're seeking to develop innovative products, optimize processes, or address complex engineering challenges, our multidisciplinary approach ensures that your business receives comprehensive support. As a local business owner in Medowie, New South Wales, Australia, you can rely on COLETEK's expertise and reputation to drive forward-looking solutions for your organization. We're committed to supporting businesses of all sizes and sectors – from small startups to established players – across this wonderful region. Whether you're looking to build new capabilities, improve existing ones, or address specific challenges, our team is ready to collaborate with yours.