AI & Machine Learning Services for Totnes Valley 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 Totnes Valley 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 Totnes Valley 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 Totnes Valley 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.

Located at the heart of Totnes Valley, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. Our team has been serving businesses across Totnes Valley, New South Wales, Australia, providing innovative solutions to drive local economic growth.

As a trusted national player with over two decades of experience, we've built a reputation for reliability, collaboration, and capability that transcends industries and geographical boundaries. At COLETEK, we understand the unique challenges faced by businesses in Totnes Valley, New South Wales, Australia, and our expertise lies in engineering bespoke solutions tailored to their specific needs.

We're committed to empowering local business owners and decision-makers to tackle complex problems head-on, leveraging our extensive knowledge of engineering principles and product development best practices. By fostering meaningful partnerships and delivering exceptional results, we've earned the trust of leading organizations across Australia, including those in Totnes Valley, New South Wales, Australia.

In this new era of digital transformation, COLETEK is poised to help businesses in Totnes Valley, New South Wales, Australia navigate the complexities of product development, engineering innovation, and technology integration. Our expertise encompasses a wide range of disciplines, from mechanical and electrical engineering to software development and data analysis – all underpinned by our relentless focus on delivering value-driven outcomes for our clients.

At COLETEK, we're passionate about partnering with businesses in Totnes Valley, New South Wales, Australia to co-create groundbreaking solutions that drive business success. Our local presence, combined with national reach and expertise, positions us as the go-to engineering and product development partner for entrepreneurs, inventors, and industry leaders alike.