AI & Machine Learning Services for Four Corners 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 forFour Corners 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 Four Corners 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 forFour Corners 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 Businesses in Four Corners, Murray & Riverina, New South Wales, Australia

As the beating heart of rural New South Wales, Four Corners, Murray & Riverina is a thriving region that embodies the spirit of community and entrepreneurship. Home to proud farmers, hardworking small business owners, and ambitious innovators, this area demands a trusted partner that understands its unique challenges and opportunities. That's where COLETEK comes in – a national company with a strong local presence, dedicated to supporting the growth and prosperity of our neighbors across Four Corners, Murray & Riverina. With over [number] years of experience, COLETEK has earned its reputation as a reliable ally for businesses in this region. Our team has worked tirelessly to develop deep insights into the complexities of rural operations, from agricultural production to local services and community development. This expertise lets us provide tailored solutions that address the specific needs of our clients, no matter their size or scope. By choosing COLETEK, your business gains a partner that truly knows the Four Corners, Murray & Riverina area – its people, challenges, and opportunities. As a national company with a strong presence in [number] locations across Australia, we're proud to be part of the fabric that binds our communities together. Our commitment to innovation means we stay at the forefront of industry developments, always looking for new ways to help local businesses thrive. Whether you're just starting out or facing new challenges, COLETEK's expertise and resources can help you overcome obstacles and achieve your goals – all from a base of deep understanding and respect for the unique character of Four Corners, Murray & Riverina. What sets us apart is our unwavering commitment to trust, transparency, and local knowledge. We believe in building long-term relationships with our clients, based on open communication, mutual respect, and a shared desire to make a positive impact in our community. By choosing COLETEK, you can rest assured that your business is in good hands – hands that are attuned to the rhythms of rural Australia, but also connected to national networks and global expertise. So why wait? Reach out to us today and let's work together to unlock the potential of your Four Corners, Murray & Riverina-based business. Your future is full of possibilities, and we're here to help you turn them into reality. Contact Us