AI & Machine Learning Services for Markwood 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 Markwood 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 Markwood 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 Markwood 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 national player in the engineering and product development space, COLETEK has earned a reputation for delivering innovative solutions that drive growth and success for businesses across Markwood, Victoria, Australia. With over two decades of experience, our multidisciplinary team combines expertise in engineering and product development to create custom-made solutions that address specific needs and challenges. Operating throughout Australia, including the thriving region of Markwood, Victoria, Australia, COLETEK is committed to supporting local businesses just like yours. Our team recognizes the unique strengths and challenges that exist in this region, and we're dedicated to providing tailored support to ensure your operations run smoothly and efficiently. At COLETEK, we pride ourselves on being a go-to partner for businesses seeking reliable, expert advice and collaboration. Our extensive network of resources and expertise enables us to develop comprehensive solutions that meet the specific needs of local industries. Whether you're facing a technical challenge or seeking to improve operational efficiency, our team is here to provide guidance and support every step of the way. As a trusted partner in engineering excellence, COletek has built strong relationships with businesses across Markwood, Victoria, Australia, helping them navigate complex product development, engineering project management, and innovation strategies. Our capability to deliver effective solutions stems from our passion for collaboration, problem-solving, and creativity. If you're looking for a reliable and results-driven partner to support your business in Markwood, Victoria, Australia, look no further than COLETEK. With our local presence and national reach, we're well-positioned to provide the expertise and resources you need to succeed in today's competitive marketplace. So why wait? Let us help you build something remarkable together.