AI & Machine Learning Services for Mandurang 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 Mandurang 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 Mandurang 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 Mandurang 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 business owner or technical decision-maker based in Mandurang, Victoria, Australia, you understand the importance of having trusted partners to help drive your growth and innovation. At COLETEK, we've been exactly that for numerous Australian businesses across multiple industries since our establishment in 2001. As a multidisciplinary engineering and product development company, we're uniquely positioned to provide tailored support for local enterprises like yours. With our strong foundation in Mandurang, Victoria, Australia, and extensive experience operating throughout the country, COLETEK has earned a reputation as a reliable partner for businesses seeking innovative solutions and expert guidance. Our team is passionate about collaboration, working closely with clients to understand their unique challenges and develop creative, effective products that meet their needs. Based in Mandurang, Victoria, Australia, we take pride in our local connections and commitment to serving the communities in which we operate. By combining cutting-edge engineering expertise with a deep understanding of your specific industry or market, we can help you overcome obstacles, seize opportunities, and achieve true success. Whether you're looking to enhance product performance, optimize systems, or simply gain a competitive edge, COLETEK is here to support your Mandurang, Victoria, Australia-based business. We relish the opportunity to work alongside local businesses across industries, from manufacturing and logistics to healthcare and beyond, empowering them to succeed in an ever-evolving marketplace. By leveraging our rich expertise, world-class facilities, and relentless focus on innovation, we're dedicated to helping you establish a strong foundation for long-term growth and prosperity. Mandurang, Victoria, Australia, is where your story begins, and we're honored to be a part of it.