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 for Jesmond 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 for Jesmond 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.

Nestled in the heart of Jesmond, New South Wales, Australia, COLETEK proudly serves businesses across this vibrant region. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for reliability, collaboration, and capability that spans the nation.

Located in Jesmond, New South Wales, Australia, our team draws upon extensive experience in various industries to deliver innovative solutions, tailored to meet the unique needs of local businesses. With COLETEK, companies throughout Jesmond, New South Wales, Australia can tap into a comprehensive range of services and expertise to drive growth, streamline operations, and enhance customer experiences.

What sets us apart is our commitment to building strong relationships with clients based in Jesmond, New South Wales, Australia. By fostering open communication, understanding business objectives, and delivering results-driven solutions, we empower local businesses to focus on what they do best: growing their core operations.

At COLETEK, we believe that the success of our clients is the greatest testament to our own capabilities. This philosophy has guided us since our inception in 2001. By leveraging cutting-edge engineering and product development expertise, businesses operating throughout Jesmond, New South Wales, Australia can trust that their solutions will be robust, scalable, and precisely tailored to meet evolving market demands.

Whether you're a local entrepreneur or an established business looking to expand your presence in Jesmond, New South Wales, Australia, COLETEK is here to support your growth. Our team is dedicated to delivering exceptional results that exceed expectations – every time, for every client.