AI & Machine Learning Services for Cardross 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 Cardross 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 Cardross 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 Cardross 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 we work together to build a brighter future for the community of Cardross, Victoria, Australia, COLETEK stands as a trusted partner for local businesses seeking innovative engineering solutions. With over 20 years of experience in product development and multidisciplinary engineering services, our team has earned a reputation for delivering reliable, collaborative, and effective partnerships that drive growth across diverse industries. As a nationally recognized leader in the Australian engineering and product development space, we're proud to be based in Cardross, Victoria, Australia and operate throughout the country. At COLETEK, we understand the unique challenges faced by local businesses operating in Cardross, Victoria, Australia. We know that your success relies on our ability to develop solutions that meet the distinctive needs of your customers, improve operational efficiency, and drive economic growth within the community. Our team excels at translating complex technical requirements into effective engineering solutions, allowing local businesses to achieve their goals while minimizing risk. Our commitment to reliability, collaboration, and capability is rooted in a deep understanding of the interconnected nature of various industries. By fostering open communication channels and leveraging our expertise in multiple disciplines, we empower local businesses to navigate complexity, optimize processes, and capitalize on opportunities for growth. Whether your focus lies in agriculture, manufacturing, healthcare, or any other sector, our engineering solutions are designed to help you operate better, faster, and more efficiently. In Cardross, Victoria, Australia, we recognize the vital role that local businesses play in driving economic development and job creation. By supporting these enterprises with innovative engineering services, we contribute to a thriving community where people can grow, prosper, and build strong connections with one another. COLETEK's dedication to collaboration and trust is reflected in our client-centric approach, ensuring seamless communication throughout every project. In your search for trusted partners that understand the Cardross, Victoria, Australia business landscape, look no further than COLETEK. With a track record of delivering results-driven engineering solutions and a commitment to fostering local growth, we're poised to help you conquer challenges, seize opportunities, and build a brighter future for the community.