AI & Machine Learning Services for Gulmarrad 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 Gulmarrad 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 Gulmarrad 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 Gulmarrad 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 leader in Gulmarrad, New South Wales, Australia, you understand the importance of building strong relationships and collaborating with like-minded individuals to drive growth. At COLETEK, we're a multidisciplinary Australian engineering and product development company established in 2001, dedicated to delivering reliable solutions that transform industries. Our team of experts is proud to operate throughout Australia, including Gulmarrad, New South Wales, Australia, supporting local businesses like yours. With a nation-wide reputation for innovation, reliability, and capability, COLETEK has earned the trust of clients from various sectors. Over the years, our commitment to collaboration, adaptability, and technical excellence has enabled us to navigate complex challenges and deliver results that exceed expectations. Whether you're seeking bespoke product development, customised engineering solutions, or comprehensive consulting services, we've got the expertise to power your project forward. In Gulmarrad, New South Wales, Australia and beyond, COLETEK works closely with local businesses to understand their unique needs, leveraging our skills in engineering and product development to create tailored solutions. We're not just a company – we're an ally that will walk beside you every step of the way. Our dedication to building long-term relationships, rather than focusing solely on transactions, sets us apart from competitors. For over two decades, COLETEK has proudly served businesses across Australia, including those in Gulmarrad, New South Wales, Australia. We're proud to be based in Gulmarrad, New South Wales, Australia and share the community's values of hard work, resilience, and forward thinking. When you choose COLETEK as your partner, you can rest assured that we'll operate with a deep understanding of your local market, drawing upon our nation-wide expertise to deliver exceptional results. As you navigate the complexities of Gulmarrad, New South Wales, Australia's business landscape, remember that reliable partners are essential to achieving success. Turn to COLETEK for trusted engineering and product development expertise that understands your needs, values your time, and will collaborate with you to build something remarkable together. Contact Us