AI & Machine Learning Services for Watanobbi 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 Watanobbi 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 Watanobbi 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 Watanobbi 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 national engineering and product development company, COLETEK has earned a reputation for delivering innovative solutions to businesses throughout Australia, including our local community in Watanobbi, New South Wales. Since 2001, we've been dedicated to empowering organizations like yours with the reliable, collaborative, and capable support you need to thrive. With headquarters based in Watanobbi, New South Wales, Australia, our multidisciplinary team is uniquely positioned to understand the unique challenges and opportunities facing regional businesses. We take pride in serving companies across all industries and sectors, from manufacturing and logistics to healthcare and technology – and everything in between. Our local expertise ensures that you receive personalized attention and tailored solutions designed specifically for your company's needs. At COLETEK, we're proud of our rich history of innovation and engineering excellence. Our team has developed cutting-edge products and engineered innovative systems for clients across various sectors, consistently delivering results that exceed expectations. By partnering with us, you can rely on our expertise to drive growth, improve efficiency, and streamline processes. When working with COLETEK, you'll experience the advantage of our multidisciplinary approach – where experts from various fields collaborate to craft bespoke solutions that meet your unique needs. Our engineers and product developers work closely together, leveraging their skills and knowledge to create innovative, reliable, and efficient products and systems that solve real-world problems. As a local company serving Watanobbi, New South Wales, Australia, we're committed to supporting the region's businesses in achieving their goals. We believe that by building strong relationships with our clients, we can make a meaningful impact on the community. Our aim is to empower your business to succeed, thrive, and grow – so you can continue to contribute to the vitality of our region. In Watanobbi, New South Wales, Australia, we're dedicated to being an integral part of local businesses' success stories. Join us in building something remarkable together.