AI & Machine Learning Services for Piambong 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 Piambong 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Piambong 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 Piambong 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 owner in Piambong, New South Wales, Australia, you understand the importance of working with trusted partners who can help drive your organization forward. At COLETEK, we've established ourselves as a leading multidisciplinary Australian engineering and product development company since 2001, supporting businesses across Piambong and throughout Australia.

Ours is an expertise built on decades of experience in delivering bespoke solutions for local industries. We collaborate seamlessly with clients to identify innovative ways to overcome challenges and capitalize on opportunities, leveraging our national reputation for reliability, precision, and creativity. From humble beginnings in Piambong to serving businesses across New South Wales and beyond, we've consistently demonstrated our commitment to engineering excellence.

As a COLETEK partner, you can rest assured that your project will benefit from the collective expertise of skilled engineers, product developers, and innovators who share your passion for success. We're proud to have forged enduring relationships with some of Australia's most prominent enterprises, and we look forward to doing the same for yours.

Whether you're looking to improve operational efficiency, enhance customer experiences, or bring game-changing products to market, our team is ready to help. Based in Piambong, New South Wales, Australia, and operating throughout the region, we're dedicated to helping businesses thrive by providing cutting-edge engineering and product development services.

So why choose COLETEK? Simply put, we've earned a reputation for delivering value-driven solutions that meet and exceed client expectations. Our comprehensive portfolio spans multiple industries, from manufacturing and logistics to healthcare and technology – a testament to our adaptability, versatility, and commitment to excellence.