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 for Cumnock 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 for Cumnock 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 trusted and innovative multidisciplinary engineering and product development company established in 2001, COLETEK has built a reputation for delivering exceptional solutions that surpass our customers' expectations. With operations spanning across the nation, including serving businesses across Cumnock, New South Wales, Australia, we pride ourselves on being a reliable partner for local industries. With deep roots in Cumnock and its surrounding areas, our team of experts has developed unique insights into the region's distinct challenges and opportunities. Our commitment to collaboration, creativity, and capability enables us to tailor tailored solutions that address the specific needs of businesses operating within this thriving community. COLETEK has gained national recognition for its work in multiple sectors, having successfully supported clients from various industries, including but not limited to manufacturing, energy, mining, construction, healthcare, and more. Our multidisciplinary expertise allows us to offer innovative engineering solutions that cater to the diverse needs of businesses throughout Cumnock, New South Wales, Australia. At COLETEK, we understand the importance of building enduring relationships with our clients. That's why our approach is centered around collaboration, trust, and transparency. By working closely with local businesses in Cumnock, New South Wales, Australia and beyond, we develop a deep understanding of their goals, challenges, and aspirations. Our dedication to excellence has earned us a trusted reputation nationwide, and we're proud to call ourselves your go-to engineering partner for project delivery, technology development, and innovative problem-solving. When you choose COLETEK, you can rest assured that our experts will work diligently to meet the unique needs of your business in Cumnock, New South Wales, Australia, backed by our national reputation and network. So why wait? Join forces with COLETEK and unlock the full potential of your projects. Let's build something remarkable together.