AI & Machine Learning Services for Stewarts Brook 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 forStewarts Brook 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 Stewarts Brook 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 forStewarts Brook 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.

Serving Stewarts Brook and the Upper Hunter Valley: Local Expertise You Can Count On

In the heart of the Upper Hunter Valley, nestled in the picturesque region of New South Wales, Australia, lies Stewarts Brook - a charming community that thrives on its strong sense of identity and connection to the land. For local businesses and residents alike, it's essential to have a reliable partner that understands the unique challenges and opportunities presented by this special part of the country. That's where COLETEK comes in. As a trusted Australian company with extensive experience in serving communities like Stewarts Brook and the Upper Hunter Valley, we pride ourselves on our local presence and commitment to supporting businesses in their endeavors. Our team is steeped in knowledge about the region, having worked closely with families, farmers, and entrepreneurs for many years. We take pride in being part of this community, not just a distant presence.

A National Perspective, Local Expertise

It's not just our local roots that set us apart - our national reach enables us to bring best-practice solutions to the doorstep of Stewarts Brook and beyond. By combining expert insight with cutting-edge innovation, we empower local businesses to succeed in an ever-evolving market. Our team is constantly adapting to changing circumstances, ensuring clients receive tailored support that meets their unique needs.

Your Partner in Success

At COLETEK, we understand the vital importance of trust when building long-term relationships with clients. We're not just a provider of services - we're a trusted ally and sounding board for businesses in Stewarts Brook and the Upper Hunter Valley. Our team takes the time to listen, offer guidance, and work collaboratively with our clients to drive results.

A Long History of Supporting Local Communities

For years, COLETEK has been dedicated to supporting local economies and fostering growth across the region. We're proud of our legacy in Stewarts Brook and the Upper Hunter Valley, where we've helped countless businesses thrive during times good and bad. Our commitment to this community remains unwavering.

Your Next Step Towards Success

If you're a business or individual looking for trusted support in Stewarts Brook and the Upper Hunter Valley, look no further than COLETEK. We're ready to bring our expertise, experience, and innovative approach to help you achieve your goals. Contact us today to learn more about how we can assist you. Contact Us