AI & Machine Learning Services for Langley 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 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 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 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.

At COLETEK, we're proud to have established ourselves as a trusted and innovative multidisciplinary Australian engineering and product development company since 2001. With operations throughout the country, including serving businesses across Langley, Victoria, Australia, our team is dedicated to providing reliable, collaborative, and capable solutions to meet the unique needs of local industries. Our extensive experience has equipped us with the skills to tackle complex projects, from conceptualization to production. Whether you're a business owner in Langley, Victoria, Australia or another part of the country, we're committed to supporting your growth and success. Our capabilities extend far beyond product development; we also offer expertise in engineering, testing, and validation, ensuring that our solutions meet the highest standards. COLETEK's reputation for innovation is built on a foundation of collaboration, flexibility, and a willingness to listen to our clients' needs. We take pride in being a partner that empowers businesses across Langley, Victoria, Australia and beyond to achieve their goals. Our expertise spans various industries, from traditional manufacturing to emerging technologies, giving us the capacity to adapt to the changing landscape. Operating throughout Langley, Victoria, Australia, we're well-positioned to understand the local market, regulations, and challenges. By combining our national reputation with localized knowledge, we can help businesses in Langley, Victoria, Australia overcome obstacles and capitalize on opportunities. Whether you require product development, engineering services, or strategic guidance, our team is equipped to deliver results that meet your unique needs. As a trusted partner for Langley, Victoria, Australia-based businesses, we invite you to explore the benefits of working with COLETEK. Our commitment to reliability, collaboration, and capability makes us an ideal choice for those seeking engineered solutions that drive innovation and growth.