AI & Machine Learning Services for Tumbulgum 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 Tumbulgum 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 Tumbulgum 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 Tumbulgum 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 market, COLETEK is proud to serve businesses across Tumbulgum, New South Wales, Australia. With over 20 years of experience in multidisciplinary engineering and product development, our team is uniquely equipped to support local companies as they navigate the ever-changing landscape of innovation.

Based in Tumbulgum, New South Wales, Australia, COLETEK operates throughout Australia, offering a broad range of expertise that spans multiple disciplines. From concept design through to production-ready solutions, our experts will collaborate with your team to deliver tailored engineering and product development services that meet the unique needs of Tumbulgum, New South Wales, Australia-based businesses.

At COLETEK, we understand the importance of reliability, collaboration, and capability in driving business success. As a multidisciplinary Australian engineering and product development company established in 2001, our commitment to excellence has earned us a reputation as trusted advisors and partners across multiple industries. We take pride in developing long-term relationships with clients, who value our ability to listen, understand, and deliver innovative solutions that drive growth and profitability.

We are dedicated to empowering businesses in Tumbulgum, New South Wales, Australia, and beyond by leveraging our expertise in engineering and product development. Whether you're looking to pioneer new products or services, enhance operational efficiency, or expand your market presence, COLETEK stands ready to support your ambitions.

If you're seeking a reliable, innovative partner for your business challenges, look no further than COletek, serving businesses across Tumbulgum, New South Wales, Australia and throughout the country. We are passionate about helping you achieve your goals and excited about the opportunity to collaborate with you.