AI & Machine Learning Services for Tungamah 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 Tungamah 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Tungamah 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 Tungamah 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 multidisciplinary Australian engineering and product development company established in 2001, we have been trusted to deliver innovative solutions to businesses across Australia, including those based in Tungamah, Victoria, Australia. With our rich experience and commitment to reliability, collaboration, and capability, we are confident in our ability to serve the unique needs of local industries like agriculture, manufacturing, and energy.

Operating throughout the Sunraysia region, our team consists of skilled experts with a deep understanding of the challenges faced by businesses in rural areas. We recognize that Tungamah, Victoria, Australia has its own distinct character and entrepreneurial spirit, which we aim to support through tailored approaches to engineering and product development.

Our extensive network and reputation have earned us a trusted national presence. Whether it's helping industries adapt to technological advancements or ensuring compliance with regulation changes, our multidisciplinary expertise can benefit businesses across Tungamah, Victoria, Australia. By leveraging COELTEK's solutions, local firms can accelerate innovation, increase efficiency, and enhance competitiveness – ultimately driving growth and prosperity.

As a locally grounded yet nationally recognized player, we are committed to empowering businesses in Tungamah, Victoria, Australia with the tools they need to succeed and thrive. By collaborating with COELTEK, you can unlock new opportunities, overcome challenges, and reach your full potential in this vibrant region.

So why choose COELTEK for your engineering and product development needs? Simply put, we have the capabilities, knowledge, and experience to deliver innovative, results-driven solutions that benefit businesses of all sizes across Tungamah, Victoria, Australia. Whether you're seeking to improve operational efficiency, streamline processes, or drive innovation – we're here to support your initiatives.