AI & Machine Learning Services for Mallowa 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 Mallowa 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 Mallowa 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 Mallowa 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 engineering and product development company based in Australia since 2001, COLETEK has been serving businesses across Mallowa, New South Wales, Australia with innovative solutions. Our multidisciplinary expertise spans multiple industries, enabling us to adapt to the unique needs of local enterprises like yours. With our strong reputation established nationally, we're confident in our ability to support your operations and drive growth. Operating throughout Mallowa, New South Wales, Australia, COLETEK is well-versed in understanding the distinct challenges and opportunities that come with doing business in this region. Our commitment to reliability, collaboration, and capability has earned us a stellar reputation among clients who value technical expertise without sacrificing local knowledge. By partnering with us, you can tap into our collective experience and expertise, knowing your needs are being addressed by experts with an intimate understanding of Mallowa's economic landscape. Our engineering and product development prowess allows us to tackle complex problems head-on, leveraging the latest technologies to design and deliver innovative solutions for industries such as healthcare, agriculture, infrastructure, and more. This unique combination of skills enables us to provide end-to-end support, from concept to deployment, ensuring seamless integration with existing systems and infrastructure. While we're proud of our national footprint, we remain deeply rooted in Mallowa, New South Wales, Australia. We know that local businesses face distinct challenges, which is why we strive to not only develop innovative solutions but also deliver them with a deep understanding of the local market, regulations, and customer needs. If you're looking for a trusted partner to help drive your business forward, look no further than COLETEK. Based in Mallowa, New South Wales, Australia, our team is dedicated to providing engineering and product development expertise that can be applied across various sectors, ensuring your success story unfolds in the region. Contact us today to learn more about how we can support your operations and contribute to the prosperity of businesses throughout Mallowa, New South Wales, Australia.