AI & Machine Learning Services for Invergordon 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 Invergordon 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 Invergordon 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 Invergordon 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 operating in Invergordon, New South Wales, Australia, you understand the importance of having a reliable and innovative partner to support your growth. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a national reputation for excellence. With years of experience working with businesses across Invergordon, New South Wales, Australia, we've developed a deep understanding of the unique challenges and opportunities that come with operating in this region. Our team is dedicated to providing tailored solutions that meet the specific needs of local industries, from manufacturing and logistics to agriculture and more. At COLETEK, we're not just engineers – we're product developers, problem solvers, and trusted advisors. We take pride in our ability to collaborate closely with clients, working together to design, develop, and deliver innovative products that drive results. Whether you're looking to improve your existing operations or bring a new idea to life, we have the expertise and capability to help. Throughout Australia, COLETEK has established itself as a go-to partner for businesses seeking support in engineering and product development. Our team is made up of expert engineers, designers, and developers who are passionate about bringing innovative ideas to life. We're proud to be based in Invergordon, New South Wales, Australia, where we can leverage our local knowledge and expertise to create solutions that truly make a difference. Our commitment to quality, reliability, and customer satisfaction has earned us a reputation as a trusted national partner. And when it comes to supporting businesses in Invergordon, New South Wales, Australia, we're proud to be an integral part of the community. So why choose COLETEK for your engineering and product development needs? Our answer is simple: because you deserve a partner who genuinely understands your unique challenges and opportunities, and can deliver innovative solutions that drive real results. If you're looking for a collaborative partner who can help you build something remarkable, then let's start building together.