AI & Machine Learning Services for Washpool 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 forWashpool 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 Washpool 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 forWashpool 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.

Trusted Support for Local Businesses on the Mid North Coast: COLETEK at Your Service in Washpool and Beyond

Welcome to Washpool, nestled on the stunning Mid North Coast of New South Wales, Australia – a region renowned for its breathtaking natural beauty, rich history, and strong sense of community. As a local business yourself, you're probably well-versed in the challenges and opportunities that come with operating in this unique environment. At COLETEK, we understand these distinct demands and are proud to offer trusted support to enterprises just like yours, all from our base on this beautiful coast.

As an Australian company with a national reach, our roots run deep in the region you know and love. Throughout our decades-long history, we've had the privilege of working side by side with local businesses across various sectors, helping them navigate the ever-evolving landscape of technology and innovation. Our team's dedication to delivering exceptional results and fostering long-lasting relationships has earned us a reputation as trusted partners for those seeking guidance and support in the Mid North Coast area – including Washpool.

At COLETEK, we're committed to staying at the forefront of technological advancements and industry developments, all while remaining grounded in our community. We believe that by combining our national expertise with local insight and understanding, we can empower businesses like yours to thrive in this magnificent region. Our collaborative approach, built on empathy and trust, has allowed us to form lasting bonds with clients across the spectrum – from small family-run enterprises to larger corporations.

In Washpool, Mid North Coast, New South Wales, Australia, you're part of a community that values resilience, adaptability, and a commitment to success. These same qualities are embodied by our team at COLETEK, as we strive to provide top-notch support, innovation, and problem-solving expertise to local businesses just like yours.

We're proud of the journey we've taken so far and thrilled to be part of this fantastic region's growth and development. As a trusted business ally on the Mid North Coast, including Washpool, COLETEK is ready to help your organization flourish in an ever-evolving environment. Whether you're looking for fresh perspectives, strategic guidance, or simply a listening ear, we're here to support you.