AI & Machine Learning Services for Gragin 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 Gragin 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 Gragin 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 Gragin 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.

As a trusted player in the Australian engineering and product development landscape, COLETEK has been committed to delivering exceptional solutions for businesses across Gragin, New South Wales, Australia, since 2001. Our multidisciplinary team of experts is dedicated to providing innovative, reliable, and collaborative support to local businesses.

From our base in Gragin, New South Wales, Australia, we've built a reputation as a go-to partner for engineering and product development needs. With our expertise spanning multiple industries, COLETEK is well-positioned to serve the unique requirements of businesses throughout Gragin, New South Wales, Australia.

Throughout our history, we've had the privilege of working with clients from various sectors, each with their distinct challenges and opportunities. Our team has developed a deep understanding of what it takes to succeed in today's rapidly evolving marketplace, and we're passionate about sharing this knowledge with businesses across Gragin, New South Wales, Australia.

At COLETEK, we believe that collaboration is key to driving innovation and growth. By harnessing the collective strength of our expertise, technology, and local insight, we empower businesses in Gragin, New South Wales, Australia to tackle even the most complex challenges with confidence. Our commitment is simple: provide unparalleled engineering and product development capabilities, tailored to meet the unique needs of each client.

We're proud to have established ourselves as a trusted partner for businesses in Gragin, New South Wales, Australia, offering flexible, reliable, and results-driven support. By putting our expertise at your disposal, we help you overcome technical hurdles, optimize operations, and drive long-term growth.