AI & Machine Learning Services for Firefly 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 Firefly 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 Firefly 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 Firefly 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 leading multidisciplinary engineering and product development company with a national reputation for reliability, COLETEK is proud to serve businesses across Firefly, New South Wales, Australia. Established in 2001, our team has been dedicated to helping local companies solve complex challenges through innovative solutions. With over two decades of experience in delivering high-quality products and services, COLETEK has built a trusted reputation across the nation. Our experts have worked closely with clients in Firefly, New South Wales, Australia and throughout Australia, understanding the unique needs of each region and industry. We take pride in our capability to work collaboratively with businesses of all sizes to develop tailored solutions that meet their specific requirements. COLETEK's commitment to excellence is reflected in every aspect of our operations, from initial consultation to project completion. We operate throughout Firefly, New South Wales, Australia, supporting local businesses and contributing to the growth of the region. Our passion for innovative engineering and product development ensures we stay ahead of the curve, providing clients with cutting-edge solutions that drive success. As a trusted partner in Firefly, New South Wales, Australia, COLETEK is well-positioned to support your business goals. Whether you require expertise in mechanical design, electrical systems, or manufacturing processes, our skilled team has the necessary expertise and experience to deliver exceptional results. From concept development to prototyping and manufacturing, we possess the skills and resources to bring your ideas to life. By leveraging our multidisciplinary approach and national reputation for excellence, you can trust COLETEK to help drive growth and success in Firefly, New South Wales, Australia. If you're looking for a reliable engineering and product development partner that understands the unique demands of operating in Firefly, New South Wales, Australia, look no further than COLETEK. Let us guide you towards remarkable results – contact us today!