AI & Machine Learning Services for Glenning 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 Glenning 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 Glenning 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 Glenning 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.

In the heart of New South Wales, Australia, lies Glenning Valley – a region rich in history, natural beauty, and entrepreneurial spirit. At COLETEK, we're proud to be based in Glenning Valley, serving businesses across this charming area, as well as throughout the country.

As a multidisciplinary Australian engineering and product development company established in 2001, our team of experts has been trusted by countless organizations nationwide for over two decades. We've earned a reputation for reliability, collaboration, and capability – attributes that make us an invaluable partner for forward-thinking businesses in Glenning Valley and beyond.

Our deep understanding of the local marketplace means we can offer tailored solutions to meet the unique needs of Glenning Valley's growing community. Whether you're seeking innovative product development or engineering expertise to drive your business forward, COLETEK is committed to delivering exceptional results, always putting our clients' interests at the forefront.

We believe that effective partnerships are built on trust, open communication, and a shared passion for innovation. Our experienced team works closely with clients, leveraging their knowledge of local markets, industry trends, and technological advancements to develop custom solutions that drive real value. By choosing COLETEK as your partner, you'll gain access to top-tier talent, cutting-edge methodologies, and a proven track record of delivering successful outcomes.

If you're looking for a trusted ally in Glenning Valley, New South Wales, Australia – someone who will work tirelessly to amplify your business's potential and help you achieve your goals – look no further than COLETEK. We're proud to be part of the fabric of this vibrant region and ready to empower local businesses like yours to thrive.