AI & Machine Learning Services for St Fillans 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 St Fillans 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 St Fillans 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 St Fillans 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 and innovative multidisciplinary engineering and product development company established in 2001, COLETEK is honored to serve businesses across St Fillans, New South Wales, Australia. With our national reputation built on reliability, collaboration, and capability, we understand the unique challenges faced by local companies in this picturesque region. Based in St Fillans, New South Wales, Australia, our experienced team is committed to delivering tailored engineering solutions that meet the distinct needs of regional businesses. We take pride in supporting the growth and development of companies throughout the area, from manufacturing to services, and everything in between. Whether you're a manufacturer looking to improve your processes or an entrepreneur seeking innovative product solutions, COLETEK is here to help. Our team at COOLETEK comprises diverse experts with a deep understanding of engineering principles and product development methodologies. We leverage our multidisciplinary approach to develop end-to-end solutions that address the complex needs of regional businesses. Our services and expertise enable clients in St Fillans, New South Wales, Australia and beyond to realize their goals, overcome challenges, and capitalize on opportunities. At COLETEK, we believe that effective engineering and product development require a strong foundation built upon collaboration, trust, and mutual understanding. We work closely with our clients from St Fillans, New South Wales, Australia to develop tailored solutions that meet their unique needs and goals. Our team's expertise spans multiple industries, including manufacturing, construction, healthcare, and technology. As you navigate the evolving landscape of St Fillans, New South Wales, Australia's business environment, COLETEK is here to be your trusted partner in engineering and product development. Operating throughout the region, our company offers unparalleled reliability, innovation, and capability, all underpinned by our commitment to delivering exceptional customer experiences.