AI & Machine Learning Services for Gosforth 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 Gosforth 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 Gosforth 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 Gosforth 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 business situated in the heart of Gosforth, New South Wales, Australia, we're committed to supporting the region's thriving industry by delivering cutting-edge engineering solutions that drive growth, innovation, and community development. With over two decades of experience in establishing innovative products and services, COLETEK has earned a reputation as one of Australia's most trusted multidisciplinary engineering and product development companies. Established in 2001, our team of dedicated experts has been operating throughout Gosforth and beyond, providing reliable, collaborative, and capable support to businesses seeking engineering excellence. Our national presence allows us to efficiently cater to the needs of organizations from various sectors across Gosforth, New South Wales, Australia, ensuring seamless integration with local operations. At COLETEK, we take pride in our innovative approach to problem-solving, leveraging the latest technologies and industry expertise to develop pioneering products that transform industries and lives. By embracing this spirit of innovation, we foster long-term partnerships with businesses in Gosforth, fostering growth, job creation, and economic development within the region. As a dedicated engineering and product development partner, COLETEK is well-equipped to address the diverse needs of local businesses. From concept to delivery, our multidisciplinary team seamlessly integrates design, prototyping, testing, manufacture, and installation services, ensuring seamless execution of innovative projects that positively impact the Gosforth community. Whether you're a startup looking to disrupt industries or an established business seeking to expand your offerings, COLETEK is dedicated to empowering your vision with our unwavering commitment, collaborative approach, and exceptional engineering capabilities. Let's build something remarkable together in Gosforth, New South Wales, Australia – contact us today to learn more about how we can support your unique needs.