AI & Machine Learning Services for Langley Vale 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 Langley Vale 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 Langley Vale 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 Langley Vale 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 name in Australian engineering and product development, we're proud to serve businesses across Langley Vale, New South Wales, Australia. With over two decades of experience under our belt, COLETEK has earned a reputation for delivering reliable, innovative solutions that meet the evolving needs of local industries. Based in Langley Vale, New South Wales, Australia, our multidisciplinary team brings together experts from various fields to tackle complex engineering challenges and drive product development forward. Since our establishment in 2001, we've developed a strong track record of collaboration with businesses throughout Australia, helping them overcome obstacles, improve productivity, and stay ahead of the competition. Our capabilities extend far beyond the boundaries of Langley Vale, New South Wales, Australia, as we support organizations nationwide with their most pressing engineering and product development needs. Whether you're an entrepreneur looking to bring a new concept to life or a seasoned executive seeking to amplify your company's growth, COLETEK is here to empower you. What sets us apart? Our dedication to reliability, collaboration, and capability. We take the time to understand our clients' unique requirements, working tirelessly to craft bespoke engineering solutions that meet their specific needs. By doing so, we've earned a reputation for being a trusted partner in Langley Vale, New South Wales, Australia, and beyond. At COLETEK, we recognize that every business is unique, with its own set of challenges and opportunities. That's why we're committed to delivering tailored engineering solutions that align seamlessly with your goals and objectives. By choosing us as your partner, you can rest assured that our team will work in tandem with yours to bring your vision to life. If you're looking for a reliable, innovative partner in Langley Vale, New South Wales, Australia, or anywhere else across Australia, we invite you to explore what COLETEK has to offer. Our experts are ready to bring their collective expertise and passion to bear on your most pressing engineering challenges.