AI & Machine Learning Services for Finley 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 Finley 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 Finley 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 Finley 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.

For over two decades, COLETEK has been at the forefront of Australian engineering and product development, earning a trusted national reputation for reliability, collaboration, and capability. As a multidisciplinary company established in 2001, we've had the privilege of working with businesses across Finley, New South Wales, Australia, helping them overcome complex challenges and achieve their goals. With our deep understanding of local industries and strong connections to the regional business community, COLETEK is uniquely positioned to support companies like yours throughout Finley, New South Wales, Australia. Our experience spans multiple sectors, from manufacturing and resources to construction and healthcare – all united by a commitment to innovation and a passion for delivering outstanding results. At COLETEK, we believe that every business has unique needs, and our approach is tailored to your specific requirements. Whether you're looking to streamline operations, develop new products or services, or simply enhance your competitiveness in the market, our team of experts will work closely with yours to understand your objectives and deliver customized solutions. As a locally oriented company based in Finley, New South Wales, Australia, we take great pride in our ability to operate effectively throughout the region. Our staff is comprised of talented professionals who understand the nuances of local business environments and are committed to building lasting relationships with our clients. If you're looking for a trusted partner to support your growth in Finley, New South Wales, Australia, look no further than COLETEK. With our track record of delivering exceptional results, collaborative approach, and commitment to innovation, we're confident that together, we can achieve remarkable things. Let's build something remarkable together.