AI & Machine Learning Services for Levenstrath 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 Levenstrath 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 Levenstrath 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 Levenstrath 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.

Located in the heart of Levenstrath, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company dedicated to empowering local businesses like yours. Since our inception in 2001, we've established ourselves as a trusted national reputation, with a rich history of delivering innovative solutions that drive real-world impact.

As a testament to our commitment to collaboration and reliability, COLETEK has supported businesses across Levenstrath, New South Wales, Australia, from concept to creation. Our team takes pride in being a partner that puts your needs first, providing unmatched expertise and unparalleled capability to help you achieve your goals. With COLETEK by your side, you can trust that your business is in capable hands.

At the core of our approach lies a deep understanding of the unique challenges and opportunities faced by local businesses in Levenstrath, New South Wales, Australia. We recognize the importance of proximity and personalized support in driving growth and success. That's why we've built strong relationships with businesses across the region, offering tailored solutions that take into account your specific needs, goals, and resources.

COLETEK is not just any engineering and product development company – we're experts who listen, adapt, and deliver results. Our collective expertise has been honed through years of working on a diverse range of projects across multiple industries, giving us the unique capability to tackle even the most complex challenges. Whether you require guidance on product design, systems integration, or operational efficiency, our multidisciplinary team is ready to collaborate and drive your business forward.

We're proud to be an integral part of Levenstrath's business ecosystem, serving businesses across New South Wales, Australia, with unwavering commitment to excellence. Whether you're just starting out or looking to scale new heights, COLETEK is here to provide the reliable support and innovative thinking you need to succeed.

When it comes to engineering and product development, experience matters. At COletek, we've spent two decades refining our craft, cultivating a deep understanding of the latest technologies, trends, and best practices. You can trust that our expertise will be used to drive your business forward, not to dictate how you should operate.

Based in Levenstrath, New South Wales, Australia, COletek is uniquely positioned to serve businesses throughout this region and beyond. We're passionate about building long-term relationships with local organizations, leveraging our collective experience to drive growth, innovation, and prosperity for all – one partnership at a time.