AI & Machine Learning Services for Bentley 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 Bentley 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 Bentley 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 Bentley 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.

Coletek is a multidisciplinary Australian engineering and product development company established in 2001, dedicated to serving businesses across Bentley, New South Wales, Australia. Our team of expert engineers has been supporting local companies throughout the region, providing innovative solutions and reliable expertise.

As a trusted partner for firms operating throughout Australia, we take pride in our national reputation built on collaboration, dedication, and unwavering reliability. At Coletek, we're committed to helping Bentley businesses and beyond overcome complex challenges and achieve long-term success.

With extensive experience in various sectors, our multidisciplinary engineering team is equipped to tackle diverse projects, from product design and development to manufacturing and testing. We bring a unique blend of creativity, technical expertise, and business acumen to drive results for our clients.

Aiming to provide exceptional value to the Bentley, New South Wales, Australia community, we believe in fostering strong relationships with local businesses, understanding their specific needs, and delivering tailored solutions that drive growth. By combining innovative thinking with a deep understanding of the regional landscape, we're confident in our ability to create lasting impact for entrepreneurs and decision-makers.

Whether you're seeking cutting-edge engineering solutions or partnering with a trusted expert for your Bentley-based business, Coletek stands ready to support your journey. Let us bring our expertise to bear on your most critical projects, empowering you to achieve your goals and thrive in the competitive Australia landscape.