AI & Machine Learning Services for Belgravia 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 Belgravia 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 Belgravia 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 Belgravia 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.

For businesses operating in Belgravia, New South Wales, Australia, finding a trusted partner to accelerate growth and innovation is crucial. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for its unwavering commitment to delivering exceptional results. Our team of experts serves businesses across Belgravia, New South Wales, Australia, and throughout the country. At COLETEK, we don't just engineer solutions – we empower partnerships that drive tangible success. With a proven track record of reliability, collaboration, and capability, our seasoned engineers work alongside clients to create innovative products, systems, and processes that exceed expectations. Whether you're seeking to enhance operations, improve product quality, or accelerate digital transformation, our national footprint allows us to operate seamlessly throughout Belgravia, New South Wales, Australia. What sets COLETEK apart? Our unique blend of engineering expertise, business acumen, and passion for delivering exceptional outcomes. As a valued partner in the Australian engineering and product development landscape, we've earned trust with leading companies from diverse sectors – from manufacturing to technology, construction, and beyond. When businesses in Belgravia, New South Wales, Australia, turn to COLETEK, they can rely on our national presence, comprehensive capabilities, and commitment to empowering local growth. In an ever-evolving business landscape, staying ahead of the curve demands a trusted partner that understands your needs and priorities. At COLETEK, we're keenly attuned to the Belgravia, New South Wales, Australia, market and dedicated to helping businesses succeed. If you're seeking a reliable collaborator for engineering excellence in Belgravia, New South Wales, Australia, look no further.