AI & Machine Learning Services for Mcmillans 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 Mcmillans 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 Mcmillans 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 Mcmillans 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 partner to businesses across Mcmillans, Victoria, Australia, COLETEK has established itself as a multidisciplinary engineering and product development company that is committed to delivering innovative solutions that drive success. With over 20 years of experience in the industry, our team of experts has developed strong relationships with clients throughout Australia.

Based in Mcmillans, Victoria, Australia, we take pride in our community and are dedicated to supporting local businesses like yours. Our reputation for reliability, collaboration, and capability has earned us a trusted national presence, making us an ideal partner for companies seeking to develop innovative products, services, or systems.

Whether you're looking to improve operational efficiency, enhance customer experiences, or enter new markets, our multidisciplinary teams can help drive your business forward. We have the capabilities and expertise to develop custom-engineered solutions tailored to your unique needs, ensuring that you stay ahead of the competition in today's fast-paced environment.

At COLETEK, we understand the importance of building strong relationships with our clients. Our operating model is designed to foster collaboration, communication, and mutual understanding, allowing us to deliver solutions that meet your specific requirements. We're committed to being a trusted partner for businesses operating throughout Mcmillans, Victoria, Australia, and beyond.

We're proud to operate from Mcmillans, Victoria, Australia, where our team is deeply rooted in the community. As such, we're well-positioned to support local businesses that are driven by innovation, passion, and a commitment to excellence.