AI & Machine Learning Services for Cullerin 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 for Cullerin 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 Cullerin 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 for Cullerin 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.

Here is the generated HTML content block: As a trusted national player with over two decades of experience, COLETEK is proud to operate at the forefront of engineering and product development. With our multidisciplinary team based in Cullerin, New South Wales, Australia, we take pride in serving businesses across this picturesque region. Our story began in 2001, when we set out to become a go-to partner for Australian organizations seeking innovative solutions. Today, we're honored to support companies like yours throughout Cullerin and beyond. As your trusted collaborator, COLETEK brings unparalleled reliability and expertise to the table. We don't just deliver results – we build long-term relationships with our clients. Our team's dedication to engineering excellence has earned us a reputation as one of Australia's leading product development companies. Operating from our Cullerin hub, we're well-positioned to provide dedicated support to businesses in this region and nationwide. What sets COLETEK apart is our holistic approach to problem-solving. We don't just develop products; we understand the intricate relationships between design, engineering, and manufacturing. By working side-by-side with your team, we can help bring your vision to life. For Cullerin's thriving businesses, we offer more than just technical expertise – we provide a collaborative partner that shares your commitment to quality and innovation. When you partner with COLETEK, you gain access to a wealth of knowledge, infrastructure, and local market insight. We're proud to call ourselves a true New South Wales-based company, with deep roots in the Cullerin community. By leveraging our expertise and leveraging the region's unique strengths, we can help your business thrive. At COLETEK, we don't just build products – we craft partnerships that drive growth, efficiency, and innovation. If you're looking for a trusted collaborator to support your Cullerin-based business or operation throughout Australia, then let us be your partner of choice. Together, we'll create something remarkable.