AI & Machine Learning Services for Waranga 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 Waranga 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 Waranga 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 Waranga 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 decision-maker in Waranga, Victoria, Australia, you know the importance of trusted partners who understand your local market and can deliver cutting-edge solutions. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company with over two decades of experience driving innovation across various industries. Established in 2001, we've built a reputation for reliability, collaboration, and capability that spans the nation. With an extensive track record of supporting businesses throughout Australia, including Waranga, Victoria, Australia, we're confident in our ability to help you achieve your goals. Whether you're seeking tailored solutions or looking to leverage our expertise to grow your brand, rest assured that COLETEK is committed to providing exceptional value to local businesses like yours. At the heart of our operations lies a deep understanding of Waranga, Victoria, Australia's unique challenges and opportunities. Our team takes the time to listen to your needs, carefully examining your specific requirements before crafting customized strategies designed to propel your organization forward. This distinct blend of technical prowess and market acumen allows us to deliver high-quality results that exceed expectations. In Waranga, Victoria, Australia, success depends on a thorough comprehension of local markets, industries, and stakeholders. We're dedicated to supporting businesses across Waranga, Victoria, Australia with tailored solutions that address their specific needs, leveraging our extensive knowledge and expertise acquired through years of operating throughout the region. When you partner with COLETEK, rest assured that you're working with a trusted ally grounded in Australian engineering and product development excellence. Together, we can build remarkable things – contact us today to begin your path toward success.