AI & Machine Learning Services for Bonner 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 Bonner 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 Bonner 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 Bonner 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 thriving hub of commerce and innovation, Bonner, Australian Capital Territory represents the perfect blend of opportunity and growth. For over two decades, COLETEK has remained committed to empowering local businesses across this region, drawing on our vast experience, unwavering commitment to innovation, and unparalleled reputation as a trusted national engineering and product development company. Since our inception in 2001, we've built an enduring legacy by collaborating with organizations of all sizes, from start-ups to established market leaders. Our multidisciplinary team has earned a reputation for delivering exceptional products and solutions that meet the unique needs of clients across Bonner, Australian Capital Territory. We're more than just problem-solvers – we're dedicated partners who understand the importance of reliability, agility, and adaptability in today's fast-paced economy. At COLETEK, we take pride in our ability to connect with businesses right where they are, in Bonner, Australian Capital Territory. Our extensive network and expertise allow us to provide tailored support that addresses the distinct challenges and opportunities facing your organization. Whether you're seeking to capitalize on emerging trends or navigate market shifts, our collective capabilities will help drive your success. Our team's unwavering commitment to collaboration, continuous improvement, and capability-building underpins every project we embark upon. This approach has fueled our growth as a trusted partner for businesses across Bonner, Australian Capital Territory and beyond. With COLETEK, you can rest assured that your organization is in good hands – hands that have earned the trust of countless clients seeking innovative, engineered solutions to drive their futures.