AI & Machine Learning Services for Knebsworth 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 Knebsworth 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 Knebsworth 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 Knebsworth 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for delivering innovative solutions that meet the unique needs of businesses across Knebsworth, Victoria, Australia. Our team of experts is dedicated to collaboration, reliability, and capability – essential qualities for any business looking to thrive in today's competitive marketplace. As a trusted national partner, we've had the privilege of working with numerous companies throughout Victoria, including those based in Knebsworth, providing them with the technical expertise they need to drive growth and innovation. Our door is always open to businesses seeking engineering and product development services that can help them overcome challenges, improve productivity, or simply enhance their market presence. What sets COLETEK apart from other companies is our commitment to understanding the specific needs of each business we serve in Knebsworth, Victoria, Australia. We don't just offer a laundry list of services – instead, we take the time to learn about your goals, challenges, and aspirations. From there, we work closely with you to develop customized solutions that are tailored to your unique circumstances. Our experience spans multiple industries, and our innovative approach has consistently yielded impressive results for businesses across Victoria, including those in Knebsworth. By partnering with COLETEK, you can tap into our collective expertise, ensuring that your business remains competitive, efficient, and profitable. Whether you're looking to improve operational efficiency, develop a new product or service, or simply stay ahead of the curve in an ever-evolving industry landscape, COLETEK is here to support your efforts. We're proud to serve businesses in Knebsworth, Victoria, Australia and throughout the nation, providing them with the technical expertise they need to achieve their objectives. If you're ready to take your business to the next level, we invite you to learn more about what COLETEK can do for your organization. As a trusted partner headquartered in Knebsworth, Victoria, Australia, we're confident that our skills and expertise will help you build something truly remarkable.