AI & Machine Learning Services for Tuckurimba 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 Tuckurimba 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 Tuckurimba 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 Tuckurimba 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 thriving community nestled in the heart of New South Wales, Australia, Tuckurimba is more than just a picturesque town - it's a hub for entrepreneurial spirit and innovation. COLETEK has been proudly serving businesses across Tuckurimba, New South Wales, Australia and throughout the country, providing engineering expertise that drives success.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for trustworthiness, reliability, and capability. Our team of experts spans multiple disciplines, allowing us to approach projects with an innovative and collaborative mindset. Whether you're looking to revolutionize your industry or overcome technical challenges, we've got the expertise to help.

Our commitment to excellence has earned us a trusted national reputation, but it's our connection to local businesses like yours that truly sets us apart. We take pride in understanding the unique needs of Tuckurimba, New South Wales, Australia and its surrounding regions, ensuring that our solutions are tailored to your specific requirements.

When you partner with COLETEK, you gain access to a wealth of knowledge, expertise, and resources. Our team is dedicated to delivering exceptional results through effective collaboration, leveraging the power of engineering and product development to drive growth and innovation. Whether you're looking to improve operational efficiency, develop new products or services, or tackle complex challenges head-on, we're here to support your vision.

Operating throughout Australia, including Tuckurimba, New South Wales, Australia, COLETEK is uniquely positioned to serve local businesses with world-class expertise. Our goal is simple: to help you achieve your goals through the power of engineering and product development.