AI & Machine Learning Services for Islington 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 Islington 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 Islington 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 Islington 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for reliability, collaboration, and capability that transcends borders. Our national presence is founded on trust, innovation, and dedication to delivering top-notch solutions to businesses across Islington, New South Wales, Australia and beyond. For over two decades, we have maintained an unwavering commitment to serving businesses in Islington, New South Wales, Australia, providing bespoke engineering and product development support that meets their unique needs. From concept to creation, our team of experts works closely with clients to bring forth innovative products, solutions, and services that drive growth, efficiency, and customer satisfaction. COLETEK's experience and expertise are hallmarks of our approach, as we operate throughout Islington, New South Wales, Australia, leveraging local knowledge and insights to tackle the most complex challenges. By placing a strong emphasis on collaboration and transparency, we foster long-term relationships with our clients, ensuring that their needs are understood and met at every stage. As a trusted partner for businesses in Islington, New South Wales, Australia, COLETEK's dedication is evident in every project we undertake. We excel in a wide range of industries, from manufacturing to healthcare, and possess the capabilities to tackle projects of varying scope and complexity. Whether you're seeking support with product development, engineering, or production line optimization, our team can adapt to your specific needs. By partnering with COLETEK, businesses in Islington, New South Wales, Australia can rest assured that their project is in capable hands. We bring a wealth of experience, skills, and knowledge to the table, ensuring that every project meets the highest standards of quality and reliability. Our local presence allows us to engage closely with clients, understand their unique challenges, and deliver solutions tailored to meet those needs. So why wait? Join forces with COletek and discover how our engineering and product development expertise can drive your business forward. Let's build something remarkable together.