AI & Machine Learning Services for Tuncester 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 Tuncester 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 Tuncester 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 Tuncester 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've been proud to serve businesses across Tuncester, New South Wales, Australia since 2001. As a multidisciplinary Australian engineering and product development company, our reputation has grown nationally as a trusted partner in delivering innovative solutions that drive success. Based in Tuncester, New South Wales, Australia, COLETEK is well positioned to provide expertise and support to local businesses looking to improve their operations, increase efficiency, and stay ahead of the competition. Our team of engineers and developers bring together diverse skillsets to tackle complex challenges, collaborating closely with clients every step of the way. As a nationally recognized leader in engineering and product development, COLETEK offers reliability, capability, and expertise that can be tailored to meet the unique needs of businesses operating throughout Tuncester, New South Wales, Australia. Our commitment is to delivering products and solutions that exceed expectations, whether it's improving manufacturing processes, streamlining supply chains, or designing innovative technologies. By partnering with COLETEK, local businesses in Tuncester, New South Wales, Australia can tap into our collective expertise, leveraging our national reputation and experience to drive growth and success. We're not just engineers – we're problem solvers who thrive on the challenge of delivering exceptional outcomes for clients across Tuncester, New South Wales, Australia. If you're looking for a trusted partner in engineering excellence to help your business achieve its goals, trust COLETEK to provide the expertise, innovation, and collaboration needed to succeed. Contact us today to learn more about how we can support your operations throughout Tuncester, New South Wales, Australia.