AI & Machine Learning Services for Calarie 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 Calarie 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 Calarie 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 Calarie 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.

Based in Calarie, New South Wales, Australia, COOLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience, we've built a reputation as a trusted innovator, passionate about helping local businesses across Calarie, New South Wales, Australia achieve their goals through collaboration and reliability.

As a respected leader in the industry, COLETEK operates throughout Australia, supporting entrepreneurs, startups, established enterprises, and community organizations. Our commitment to fostering long-term relationships with clients has earned us a national reputation for delivering exceptional results that exceed expectations.

In Calarie, New South Wales, Australia, we understand the importance of supporting local businesses. That's why our team is dedicated to serving the needs of enterprises small to large, providing tailored solutions that address their unique challenges and opportunities. Whether your business is looking to innovate products, optimize processes, or enhance customer experiences, COLETEK empowers you with confidence through expertise, reliability, and adaptability.

Our proven track record demonstrates our capability in supporting businesses across various sectors. We don't just provide technical solutions; we partner with clients to drive growth, improve efficiency, and create competitive advantages. By tapping into our collective knowledge, combined with your industry acumen, we co-create innovative strategies that yield tangible results.

When partnering with COLETEK in Calarie, New South Wales, Australia, you can expect a collaborative approach that respects your business goals and values. Our local presence and national network enable us to respond promptly to your needs while offering expert insights and resources to drive progress. By doing so, we help businesses like yours build lasting success stories.

If your enterprise in Calarie, New South Wales, Australia seeks a trusted engineering partner that combines expertise with innovation, look no further than COLETEK. Our team is here to provide reliable support, foster meaningful relationships, and co-create remarkable solutions for your business's continued growth and prosperity.