AI & Machine Learning Services for Tooloon 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 forTooloon 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 Tooloon 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 forTooloon 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 Trusted Partner for Tooloon Businesses

Tooloon, Central West Slopes, New South Wales, Australia is a thriving community in the heart of the Australian countryside. COLETEK is proud to call this region home, and we're committed to supporting local businesses every step of the way. With our comprehensive range of services, we've established ourselves as a trusted partner for companies across the area, from entrepreneurs just starting out to seasoned operators looking for growth opportunities. As one of the nation's leading Australian companies, COLETEK has earned a reputation built on trust, innovation, and local presence. We understand that every business is unique, with its own distinct challenges and opportunities. That's why we take the time to get to know our clients, understanding their goals and aspirations, and tailor our support to meet their specific needs. Our local presence in Tooloon and surrounding areas means we're well-versed in the region's nuances – from the unique demands of rural life to the latest trends and developments in industry. We know what it takes to succeed in this distinctive environment, and we're here to guide you every step of the way. At COLETEK, we're passionate about empowering businesses like yours to reach new heights. Our experienced team consists of experts who are dedicated to delivering outstanding results, with a deep understanding of the challenges faced by companies operating within the Central West Slopes region. Whether you're seeking guidance on market trends, refining your operations, or simply looking for someone to share knowledge and experience with – we're here for you. Our commitment to local businesses is unwavering, and we're proud to have played a role in supporting many successful start-ups and established operators throughout Tooloon and beyond. By partnering with COLETEK, you'll gain access to a wealth of expertise, resources, and industry insights designed specifically to help your business thrive. So why wait? Get in touch with us today to discover how our trusted expertise can drive growth and prosperity for your business. We're eager to start collaborating – let's work together to bring your vision to life. Contact Us