AI & Machine Learning Services for Bungarby 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 Bungarby 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 Bungarby 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 Bungarby 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.

When it comes to innovative engineering and product development solutions, businesses in Bungarby, New South Wales, Australia, can rely on COLETEK to deliver exceptional results. As a multidisciplinary Australian company established in 2001, we've built a reputation for trustworthiness, reliability, and adaptability – essential qualities for any business seeking tailored support. At COLETEK, our mission is to empower companies throughout Bungarby, New South Wales, Australia, by harnessing cutting-edge technologies and collaboration. We don't just design products; we develop solutions that solve real-world problems, leveraging the expertise of our skilled engineers and technicians. With decades of experience in engineering and product development, COLETEK has earned a national reputation for its commitment to innovation and customer satisfaction. Backed by this heritage, we're uniquely poised to serve businesses in Bungarby, New South Wales, Australia, as well as throughout the country. Our approach emphasizes trust, mutual understanding, and open communication – key elements in fostering meaningful partnerships that drive success. By providing tailored engineering solutions that address real-world challenges, COLETEK has earned a reputation for building lasting relationships with clients in Bungarby, New South Wales, Australia. Whether you're looking to develop innovative products, optimize processes, or leverage cutting-edge technologies, COLETEK stands ready to draw upon its wealth of expertise to support your business. With a proven track record of collaboration and innovation, we're the trusted partner for businesses operating in Bungarby, New South Wales, Australia.