AI & Machine Learning Services for Cumnock 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 forCumnock 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 Cumnock 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 forCumnock 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.

Cumnock and Beyond: COLETEK Supports Local Businesses from Strength

As a trusted Australian company, we take pride in serving businesses across Cumnock, Central West Slopes, New South Wales, Australia. Nurturing close relationships with our local clients is at the heart of everything we do.

In an area steeped in history and natural beauty, COLETEK has become a cornerstone for growth and innovation. Our experience extends far beyond the Cumnock region, yet we're uniquely positioned to understand the specific needs and challenges faced by businesses here. By combining our national reach with local intuition, we empower entrepreneurs and established companies alike to thrive.

We believe that trust is essential in any business partnership. That's why we've built a reputation for honest advice, transparency, and unwavering commitment to the best interests of our clients. Whether you're looking to expand your customer base or streamline operations, we'll be with you every step of the way – always putting the needs of Cumnock's local businesses at the forefront.

Innovation is another key driver behind COLETEK's strength and success. By staying abreast of industry trends and advancements, we're able to provide cutting-edge solutions that help our clients stay ahead of the curve. Our team comprises experts in various fields, who collaborate seamlessly to deliver tailored support and guidance.

As a truly local organization with an Australian heritage, we understand the importance of engaging with our surrounding communities. From community development initiatives to targeted marketing efforts, COLETEK actively contributes to the region's well-being. When you partner with us, you can rest assured that your success will have a positive ripple effect on Cumnock and beyond.

We invite the people of Cumnock, Central West Slopes, New South Wales, Australia to join forces with us in our shared pursuit of growth, stability, and long-term prosperity. Together, we can build a brighter future for your business and the local community you serve.