AI & Machine Learning Services for Cross Roads 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 forCross Roads 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 Cross Roads 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 forCross Roads 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.

Empowering Business Success in Cross Roads, Central Tablelands, New South Wales, Australia

Nestled in the heart of the picturesque Central Tablelands region, Cross Roads is a thriving community that has earned its reputation as a hub for local commerce and entrepreneurial spirit. As part of this vibrant landscape, COLETEK is proud to serve as a trusted partner for businesses in Cross Roads and beyond, offering expert guidance and support for those looking to establish or grow their presence. With a strong national reach and decades of experience, COletek has evolved into a respected authority in the Australian business landscape. Our unwavering commitment to trust, innovation, and local connection has enabled us to forge lasting relationships with clients across various industries, from manufacturing to services. By embracing this rich heritage, we remain dedicated to empowering businesses like yours to achieve their goals and thrive within our dynamic region. At COletek, we understand the unique challenges faced by entrepreneurs and small business owners in Cross Roads. We recognize the importance of community engagement, economic growth, and social responsibility – all of which are vital components of a thriving local economy. It's this keen understanding that drives our approach to business consulting, ensuring our clients receive tailored solutions that cater to their distinct needs. As your trusted ally, COletek is committed to delivering exceptional results through collaboration, skillshare, and industry insights. Our team of seasoned professionals has an in-depth knowledge of the Cross Roads region, garnered from years of working closely with local stakeholders. This unparalleled expertise enables us to craft effective strategies that meet the distinct requirements of your business. As we look to the future, COletek remains steadfast in its commitment to our community and the businesses that drive it forward. We're proud to call Cross Roads home and will continue to support entrepreneurs, start-ups, and established organizations alike, fostering a culture of innovation, resilience, and progress throughout the region. Ready to unlock your business potential? Let COletek guide you every step of the way. Trust us with your goals and allow our team to help you achieve success in Cross Roads, Central Tablelands, New South Wales, Australia. For all your business needs, contact us today: Contact Us