AI & Machine Learning Services for Griffith East 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 Griffith East 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 Griffith East 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 Griffith East 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 we serve businesses across Griffith East, New South Wales, Australia, COLETEK is proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our team has a deep understanding of the local market, having worked with clients throughout Australia for nearly two decades. With our national reputation built on reliability, collaboration, and capability, we're uniquely positioned to support local businesses in Griffith East, New South Wales, Australia as they navigate the challenges and opportunities of their region. Whether you're looking to innovate your products, optimize processes, or simply overcome technical hurdles, our experienced engineers are here to help. Our commitment to exceptional service has earned us a reputation among peers and clients alike for being a trusted partner in Griffith East, New South Wales, Australia. We're not just a company - we're a team of experts dedicated to helping local businesses thrive. And as such, we're intimately familiar with the specific needs and challenges facing companies based in Griffith East, New South Wales, Australia. Throughout our history, we've built long-term relationships with clients across various industries, from manufacturing to healthcare. Our innovative approach has allowed us to stay at the forefront of engineering and product development, always delivering high-quality solutions that meet the unique needs of businesses like yours. As you look to grow your operation in Griffith East, New South Wales, Australia, rest assured that COLETEK is here for you every step of the way. We invite you to learn more about how our team can support your goals and objectives - simply get in touch today.