AI & Machine Learning Services for Curragh 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 forCurragh 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 Curragh 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 forCurragh 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.

Succeeding in Curragh, Central Tablelands: COLETEK's Commitment to Local Businesses

Located in the heart of New South Wales, Australia, Curragh and the surrounding Central Tablelands region are thriving with local entrepreneurs and business owners who understand the importance of having a trusted partner in their corner. As your go-to ally for all things related to your enterprise's growth, COLETEK is proud to share our extensive experience working directly with businesses within this exceptional region.

With roots deeply planted in Australian soil, we've earned the trust of local customers by investing time and resources understanding their unique needs, challenges, and aspirations. Our team members have spent countless hours walking the streets of Curragh, attending local events, and fostering relationships that transcend formalities. We get it – what matters most to you is the success of your business.

As a national player with extensive reach and expertise, we've honed our skills by working closely with businesses across diverse industries. This exposure has allowed us to refine innovative solutions tailored to the distinct needs of Curragh-based entrepreneurs who value reliability, adaptability, and local insight. Our commitment to understanding local market trends and requirements empowers you to focus on what matters most – growing your business.

By choosing COLETEK as your trusted partner, you unlock access to a team of dedicated professionals with first-hand knowledge of the Central Tablelands' unique characteristics. We're committed to delivering top-notch support that not only helps your business thrive but also strengthens local connections within our community. Whether you're looking for strategic guidance or expert advice on operational matters, we're here to support your entrepreneurial journey.

We believe in the power of partnerships forged through genuine understanding and mutual respect. That's why we've made a conscious effort to maintain our local presence throughout Curragh and surrounding areas. Our connection to this vibrant community is rooted in our shared values of commitment, adaptability, and reliability – values that have earned us an excellent reputation among local businesses.

If you're ready to take your business to the next level with a trusted partner by your side, look no further than COLETEK. We invite you to experience the COLETek difference for yourself. Let's work together towards achieving your goals and building a brighter future for Curragh's thriving local business community.