AI & Machine Learning Services for Banks 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 Banks 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 Banks 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 Banks 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.

In the heart of Australia's capital city, COLETEK has been proudly serving businesses across Banks, Australian Capital Territory, with cutting-edge engineering and product development expertise. Since our establishment in 2001, we've built a reputation as a trusted partner for companies seeking innovative solutions to drive growth and excellence.

As a multidisciplinary Australian engineering and product development company, COLETEK's passion lies in collaborating with local businesses like yours in Banks, Australian Capital Territory, to craft tailored engineering and product development strategies. Our expertise spans various industries and sectors, allowing us to bring a wealth of knowledge and experience to the table.

We take pride in our commitment to delivering reliable solutions that meet the unique needs of businesses operating throughout Australia, including those based in Banks, Australian Capital Territory. Whether you're a startup or an established organization, we understand the importance of innovation and capability in driving success.

At COLETEK, we don't just provide engineering and product development services – we forge meaningful relationships with our clients, partnering with them to overcome challenges and achieve their goals. Our team's expertise extends from conceptual design to prototyping, testing, and deployment, ensuring that your products or solutions are not only innovative but also reliable and effective.

If you're a business in Banks, Australian Capital Territory, seeking to elevate your competitiveness through engineering and product development excellence, we invite you to explore our capabilities further. By joining forces with COLETEK, you can tap into our collective expertise, leverage our innovation, and accelerate your growth.