AI & Machine Learning Services for Langdons Hill 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 Langdons Hill 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 Langdons Hill 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 Langdons Hill 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 Langdons Hill, Victoria, Australia, local businesses are thriving amidst a backdrop of innovation and growth. As a respected multidisciplinary engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted partner for businesses across Langdons Hill, Victoria, Australia. Our team of experts operates throughout the region, providing reliable solutions that drive success. With decades of experience in engineering and product development, we've built an impressive portfolio of successes. From concept to reality, our specialists collaborate closely with clients to design, develop, and deliver innovative products and services that transform their operations. Whether you're a startups or established enterprise, COLETEK's capabilities are designed to help Langdons Hill businesses overcome challenges, seize opportunities, and achieve their goals. Based in Langdons Hill, Victoria, Australia, our team is uniquely positioned to understand the local landscape and support the unique needs of regional entrepreneurs and small-to-medium enterprises. We recognize that each business has its own distinct story, and we're committed to listening carefully, offering tailored solutions, and delivering tangible results. At COLETEK, we pride ourselves on our ability to bring together diverse skills and expertise to create exceptional value for Langdons Hill businesses. Our commitment to collaboration, innovation, and customer satisfaction ensures that every project is undertaken with the highest level of professionalism and care. Operating throughout the region, we're just a phone call away from your doorstep. In the rapidly evolving business environment, it's essential to have a trusted partner by your side. Whether you need guidance on product development, engineering solutions, or simply expert advice, COLETEK is here to support Langdons Hill businesses every step of the way.