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 forBelgravia 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 forBelgravia 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.

Strengthening the Heart of Belgravia's Business Community: COLETEK's Expertise and Support

In the picturesque town of Belgravia, located in the Central Tablelands region of New South Wales, Australia, local businesses form the backbone of the community. As a trusted Australian company, COLETEK is committed to supporting these entrepreneurs and families with our comprehensive range of solutions. As we continue to grow our presence across the nation, our roots remain firmly planted in the heart of Belgravia.

With extensive experience working alongside local businesses in Belgravia, Central Tablelands, New South Wales, Australia, COLETEK understands the unique challenges and opportunities that exist in this region. Our team takes a proactive approach to identifying the most pressing needs of our clients, leveraging our expertise to deliver tailored guidance and support. We're proud to be a local business ourselves, which enables us to develop deep understanding of the regional market dynamics.

As a national company, COLETEK is well-equipped to draw on the widest possible range of resources, skills, and best practices from across Australia. Our expertise in diverse areas has allowed us to develop innovative solutions that meet the distinct needs of Belgravia's business community. By combining our local knowledge with national insights, we empower local entrepreneurs to flourish and contribute to the prosperity of the region.

At COLETEK, we're dedicated to building long-lasting relationships based on trust, transparency, and a deep understanding of the Belgravia community. Our commitment reflects our values as a locally owned and operated business that genuinely cares about the well-being of its clients and their families. In an ever-changing landscape, you can be confident that COLETEK will continue to provide unwavering support to the businesses of Belgravia.

If you're looking for a trusted partner to help your Belgravia-based business thrive, look no further than COLETEK. We invite you to explore our offerings and learn more about how we can assist your organization in achieving its goals. Let's work together to build a stronger, more prosperous future for the heart of Belgravia.