AI & Machine Learning Services for Stubbo 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 forStubbo 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 Stubbo 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 forStubbo 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.

Strengthening the Heart of Stubbo: COLETEK's Commitment to Central West Slopes, New South Wales, Australia

Located in the picturesque town of Stubbo, nestled within the Central West Slopes region of New South Wales, Australia, our community is a vibrant tapestry woven by small businesses and entrepreneurs. As a trusted Australian company with national reach, COLETEK has established its presence within these local roots, providing unwavering support to area businesses. We're proud advocates for the innovative spirit that defines this charming part of the country.

From our base in Stubbo, we've witnessed firsthand the transformative power of collaboration and community-driven initiatives. With passion and determination, our clients embody the essence of Central West Slopes: resilient, resourceful, and united by a shared vision for growth and prosperity. We're honored to play an integral role in these stories, fostering connections and driving forward momentum for regional businesses.

As experts with extensive experience serving diverse markets across Australia, COLETEK has honed a unique understanding of the dynamics at play within local economies. In Stubbo and beyond, we've consistently demonstrated our ability to adapt, listen, and respond with customized solutions tailored to the specific needs of each client.

In this era of rapid digital evolution, trustworthiness is no longer an optional virtue – it's a necessity for success. At COLETEK, we uphold the highest standards of professionalism, transparency, and integrity in all our dealings, as a testament to our enduring commitment to fostering strong relationships with local businesses.

Within our team lies a wealth of knowledge garnered through cutting-edge technology adoption, creative problem-solving, and tireless advocacy. This synergy fuels innovation, driving meaningful results for Stubbo's business community. By empowering entrepreneurs with the tools they need to thrive, we contribute meaningfully to the region's growth, while concurrently nurturing trust and camaraderie.

This isn't merely a corporate mantra – it's an intrinsic aspect of COLETEK's DNA, woven into every fabric of our operations in Stubbo. As we expand our reach throughout Central West Slopes, we do so with a deep understanding that our growth is intricately linked to the success of local businesses. We're not just partners; we're fellow travelers on this journey, united by shared ambitions.

As you explore the possibilities with COLETEK, rest assured that every interaction will be distinguished by our signature blend of expertise, empathy, and enthusiasm for the Stubbo community. When you partner with us, you'll find a steadfast ally dedicated to propelling your business forward – across the Central West Slopes and beyond.