AI & Machine Learning Services for Thrumster 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 Thrumster 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 Thrumster 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 Thrumster 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.

In the heart of Thrumster, New South Wales, Australia lies a region bustling with entrepreneurial spirit and innovation. As a business owner or technical decision-maker in this vibrant community, you understand the importance of having trusted partners to help drive your projects forward.

Enter COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, proudly serving businesses across Thrumster, New South Wales, Australia. Our team has developed expertise across industries, offering unparalleled collaboration and capability to fuel growth and success.

With headquarters based in Thrumster, New South Wales, Australia, we've earned a reputation as a trusted innovator in the region. Our commitment to reliability, quality, and customer-centricity has fostered long-term partnerships with clients from diverse sectors, including [sectors] and beyond.

Our company's foundation is rooted in the understanding that every business is unique, requiring tailored solutions to overcome industry-specific challenges. By embracing a holistic approach, we weave together engineering expertise and product development prowess to deliver customized outcomes for our clients.

In Thrumster, New South Wales, Australia, COLETEK has been privileged to have played a vital role in several industrial transformation initiatives, driving real-world impact through innovative problem-solving and creative storytelling. As your trusted partner, we'll draw upon our national reputation for innovation and engineering excellence, serving as an extension of your team to drive success across your organization.

Whether you're looking to launch a new product, streamline operations, or tackle complex challenges head-on, COLETEK stands ready to bring its unique set of skills and expertise to the table. Let us help you overcome any obstacle, capitalize on opportunities, and build something remarkable together in Thrumster, New South Wales, Australia.