AI & Machine Learning Services for Kings Langley 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 Kings Langley 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 Kings Langley 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 Kings Langley 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 trusted and innovative multidisciplinary engineering and product development company established in 2001, we've had the privilege of supporting businesses across Kings Langley, New South Wales, Australia. Our team has developed a reputation for reliability, collaboration, and capability, serving businesses throughout this region and nationally. Based in Kings Langley, New South Wales, Australia, our roots are firmly planted in the local community. From the rolling hills to the vibrant town center, we understand the unique needs of businesses operating in this area. That's why we're committed to providing tailored solutions that drive growth, increase efficiency, and enhance customer experiences for organizations in Kings Langley. As a proven partner, COLETEK has earned a national reputation for delivering exceptional results across various industries. Our collective expertise spans multiple disciplines, making us a one-stop-shop for businesses seeking comprehensive support. By leveraging our experience, innovation, and trusted reputation, you can count on us to help you overcome specific challenges or achieve ambitious goals. In Kings Langley, we've had the pleasure of supporting local businesses in their pursuit of excellence. Whether it's improving processes, developing new products, or enhancing overall operations, our collaborative approach has consistently delivered tangible benefits. By placing a strong emphasis on building long-term relationships and fostering open communication, we empower our clients to succeed. When seeking expert engineering and product development support for your Kings Langley-based business, you can rely on COLETEK's multidisciplinary capabilities. Our team is dedicated to understanding your unique needs and working together to create innovative solutions that drive results.