AI & Machine Learning Services for Hernani 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 Hernani 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 Hernani 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 Hernani 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 business leader in Hernani, New South Wales, Australia, you understand the importance of building strong relationships and trusted partnerships. That's why it's essential to find a reliable engineering partner that can help you drive innovation and growth. COLETEK is just that – a multidisciplinary Australian engineering and product development company with over two decades of experience since its inception in 2001. With an unwavering commitment to delivering exceptional results, we've established ourselves as a trusted national reputation, supporting businesses across Hernani, New South Wales, Australia, and throughout the country. Our team of experts is dedicated to collaborating closely with local organizations, providing tailored solutions that cater to their unique needs and goals. By working together, we can conquer challenges, seize opportunities, and create remarkable outcomes. COLETEK is proud to serve businesses in Hernani, New South Wales, Australia, by leveraging our expertise in engineering design, development, and deployment. We're passionate about empowering local companies to excel in an ever-evolving business landscape. Our capabilities extend beyond mere technical proficiency – we're dedicated to building long-term relationships founded on trust, transparency, and a deep understanding of the industries we serve. As you navigate the complex landscape of Hernani, New South Wales, Australia's business community, it's comforting to know that COLETEK is operating throughout, ready to provide support whenever you need it. Whether it's overcoming technical hurdles or driving innovative growth, our team is poised to help your organization thrive. By partnering with COLETEK, you can rest assured that your business will receive the best possible care and attention.