AI & Machine Learning Services for Jesmond 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 forJesmond 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 Jesmond 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 forJesmond 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 that has been serving businesses across Jesmond, Lower Hunter Valley, New South Wales, Australia since 2001. Our team of experts is dedicated to delivering innovative solutions that meet the unique challenges faced by local industries. As a trusted partner, we take pride in our reputation for reliability, collaboration, and capability. We understand the importance of working closely with businesses in Jesmond and across the Lower Hunter Valley to develop tailored engineering solutions that drive growth and improve operations. Our experience spans multiple sectors, from manufacturing and logistics to construction and agriculture – giving us a deep understanding of the needs and challenges faced by local industries. Based in Jesmond, Lower Hunter Valley, New South Wales, Australia, we're uniquely positioned to support businesses across this region. We've established strong relationships with many reputable organizations in Jesmond and beyond, allowing us to leverage our expertise to deliver high-quality results. Operating throughout the country, we're committed to delivering exceptional engineering solutions that empower businesses to thrive. At COLETEK, we believe that strong relationships are built on mutual understanding, trust, and open communication. We take the time to listen carefully to our clients' needs and concerns, then use our extensive knowledge and resources to develop customized solutions that meet their specific challenges. Whether you're looking to improve operational efficiency, optimize production processes, or reduce costs – we're here to help. If your business in Jesmond or Lower Hunter Valley is seeking a trusted engineering partner to support your growth and success, look no further than COLETEK. Our team of experts is dedicated to delivering exceptional results that exceed your expectations. Contact Us today to learn more about how we can help drive your business forward.