AI & Machine Learning Services for Bankstown 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 Bankstown 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 Bankstown 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 Bankstown 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.

At COLETEK, we're passionate about empowering businesses in Bankstown, New South Wales, Australia to reach new heights of success. As a multidisciplinary Australian engineering and product development company established in 2001, we've earned a reputation as a trusted partner for organizations seeking innovative solutions. For nearly two decades, we've been serving businesses across Bankstown, New South Wales, Australia by providing reliable, collaborative, and capable support. What sets us apart is our commitment to engineering exceptional products and services that meet the unique needs of local businesses in Bankstown, New South Wales, Australia. Our experienced team combines expertise from diverse fields, such as mechanical, electrical, and software engineering, to tailor-made solutions for your specific challenges. Whether you're looking to improve operational efficiency, enhance customer experiences, or stay ahead of the competition, we've got the skills and expertise to help you achieve your goals. As a Bankstown-based business ourselves, we understand the importance of being entrenched in the community. That's why we maintain strong relationships with local organizations, ensuring our solutions are finely tuned to meet the specific needs of businesses operating throughout Bankstown, New South Wales, Australia. Our comprehensive approach allows us to provide end-to-end services that span concept development, design, testing, and deployment. When you partner with COLETEK, rest assured you're getting a team that's dedicated to building long-term relationships, listening attentively to your needs, and collaborating effectively to deliver outstanding results. We take pride in our ability to translate complex technical concepts into actionable strategies that drive real-world impact for businesses in Bankstown, New South Wales, Australia. Ready to unlock the full potential of your organization? Let COLETEK guide you through every step of the engineering process. From concept development to deployment, we'll work closely with you to create innovative solutions tailored to your unique needs. Contact us today and discover how our trusted expertise can help businesses in Bankstown, New South Wales, Australia overcome challenges, drive growth, and excel.