AI & Machine Learning Services for Bannaby 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 Bannaby 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 Bannaby 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 Bannaby 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.

Proudly operating throughout Australia since 2001, COLETEK is a multidisciplinary engineering and product development company that has earned a trusted national reputation for its innovative approach to problem-solving. As a key player in the Australian industry landscape, we are committed to supporting local businesses across Bannaby, New South Wales, Australia in their quest for growth, innovation, and success. At COLETEK, our experts work closely with clients to develop tailored solutions that meet their unique needs and challenges. By leveraging our expertise in engineering and product development, we help businesses throughout Bannaby, New South Wales, Australia optimize their operations, streamline processes, and drive competitiveness in a rapidly changing market. Our reputation for reliability, collaboration, and capability has earned us a loyal customer base across various industries, with a strong presence serving businesses across Bannaby, New South Wales, Australia. We take pride in our ability to adapt quickly to changing project requirements, ensure seamless project delivery, and provide cost-effective solutions that meet the highest standards of quality. Operating from our base in Bannaby, New South Wales, Australia, COLETEK is well-positioned to serve local businesses while drawing on a rich pool of national expertise. By leveraging our collective knowledge, skills, and experience, we empower clients to overcome complex challenges, capitalize on new opportunities, and seize the competitive advantages they need to thrive in today's fast-paced business environment. For businesses across Bannaby, New South Wales, Australia seeking trusted partners for their engineering and product development needs, COLETEK is an outstanding choice. With our deep experience, comprehensive capabilities, and commitment to customer satisfaction, we are poised to help you achieve your goals, overcome challenges, and unlock new levels of success.