AI & Machine Learning Services for Windale 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 forWindale 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 Windale 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 forWindale 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.

A Strong Partner for Businesses in Windale, Newcastle, New South Wales, Australia

In the heart of the Hunter Region, Windale is a thriving community within the greater Newcastle area. This beautiful location offers a unique blend of natural charm and urban amenity, making it an attractive place to start or grow a business. At COLETEK, we're proud to be a trusted Australian company with a strong presence in this region.

As a locally-based partner, we understand the importance of supporting businesses in Windale and surrounding areas. Our team has years of experience working with entrepreneurs and established companies alike, providing expert guidance and innovative solutions to drive success. Whether you're just starting out or looking to take your business to the next level, we're here to help.

With our extensive national reach, we're able to draw on the expertise of our colleagues across the country, bringing valuable insights and best practices back to our local community. This means that businesses in Windale can tap into a wealth of knowledge and resources, helping them stay ahead of the curve and capitalize on new opportunities.

At COLETEK, we're committed to building long-term relationships with our clients and partners. We believe that trust is at the heart of any successful partnership, and we work hard to earn and maintain your confidence every step of the way. From providing expert advice to delivering high-quality results, we're dedicated to meeting the needs of businesses in Windale and beyond.

We're proud to be a part of this vibrant community, working closely with local businesses and organizations to help them thrive and grow. Whether you're looking for support with business planning, digital marketing, or operational efficiency, we're here to provide the guidance and expertise you need to achieve your goals.

As you look to the future, rest assured that COLETEK has the knowledge, experience, and innovative thinking to help your business succeed. And as a company rooted in this region, we're committed to giving back to our community through meaningful partnerships and initiatives.

We'd love to connect with you and explore how we can support your business goals. Contact Us today to learn more about our services and expertise, and let's work together to achieve great things in Windale, Newcastle, New South Wales, Australia!