AI & Machine Learning Services for Denver 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 Denver 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 Denver 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 Denver 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 business owner or leader in Denver, Victoria, Australia, you understand the importance of finding reliable partners who can help you drive innovation and growth. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company with nearly two decades of experience. Established in 2001, our national reputation for delivering excellence has earned us trust among clients across Denver, Victoria, Australia. At COpletek, we pride ourselves on being more than just an engineering or product development firm. We're a collaborative partner that takes the time to understand your unique challenges and goals. Our collective expertise spans multiple disciplines, allowing us to approach problems from diverse angles – making us better equipped to provide innovative solutions that meet your specific needs. Operating throughout Denver, Victoria, Australia, we've developed a deep understanding of the local market dynamics, regulatory environment, and industry intricacies. When it comes to supporting businesses in Denver, Victoria, Australia, we take pride in our ability to provide reliable, results-driven expertise. From concept through production, we'll work closely with you to ensure your project meets the highest standards. Whether you're looking to improve operational efficiency, streamline processes, or bring a new product to market, our team has the capability and know-how to deliver exceptional outcomes. Our commitment to collaboration and reliability means that you can count on COpletek to be by your side every step of the way. We've built strong relationships with clients across various industries throughout Denver, Victoria, Australia, and this local knowledge enables us to offer tailored solutions that genuinely understand the nuances of the area. By partnering with us, you'll gain access to cutting-edge engineering expertise, robust quality control, and exceptional project management – all backed by our national reputation for excellence.