AI & Machine Learning Services for Killawarra 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 Killawarra 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 Killawarra 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 Killawarra 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.

Located in the charming region of Killawarra, Victoria, Australia, COLETEK has been serving businesses across this area since our establishment in 2001. As a multidisciplinary Australian engineering and product development company, we pride ourselves on being trusted partners for local businesses looking to drive growth, improve efficiency, or launch new products. Our team has spent decades honing their skills in the fields of mechanical, electrical, and software engineering, as well as product design and development. By combining these disciplines under one roof, we're able to approach each project with a unique perspective that's tailored to our clients' specific needs. Whether you're an entrepreneur looking to bring a new idea to market or a seasoned business owner seeking to streamline operations, we have the expertise, creativity, and collaborative mindset needed to help you succeed. At COLETEK, we take pride in being a trusted advisor and partner to local businesses throughout Killawarra, Victoria, Australia. We understand the unique challenges faced by entrepreneurs and business owners operating within this region and strive to provide tailored solutions that address their specific needs. By leveraging our national reputation and expertise, we're able to bring a level of sophistication and innovation to the local market that might not be available elsewhere. By working closely with our clients, we're able to unlock innovative solutions that drive real results. Whether you're looking to improve your manufacturing processes, develop new products, or optimize your infrastructure assets, our multidisciplinary team is equipped to handle even the most complex challenges. As a business operating throughout Killawarra, Victoria, Australia, and beyond, COLETEK is uniquely positioned to provide unparalleled support to businesses in this region. Our expertise spans multiple industries, allowing us to approach each project with a holistic understanding of the broader market. By combining our technical acumen with our deep understanding of the local marketplace, we're able to deliver results that are both innovative and effective. So why choose COLETEK for your next engineering or product development project? Simply put, we're committed to delivering exceptional outcomes for businesses across Killawarra, Victoria, Australia. Backed by decades of expertise, a culture of innovation, and a deep understanding of the local market, we're confident that our team can help you build something truly remarkable.