AI & Machine Learning Services for Torrumbarry 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 Torrumbarry 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 Torrumbarry 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 Torrumbarry 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 the heart of Victoria, Australia's countryside region, Torrumbarry boasts a strong sense of community and entrepreneurial spirit. COLETEK is proud to be a trusted partner in helping local businesses succeed, leveraging our expertise in engineering and product development to drive growth and innovation. With over two decades of experience as a multidisciplinary Australian company established in 2001, we've built a reputation for reliability, collaboration, and capability that spans the nation. As a long-time resident of Torrumbarry, Victoria, Australia, you understand the unique challenges posed by the local landscape and economy. At COLETEK, we're committed to supporting businesses operating throughout this picturesque region, from farm-to-table initiatives to manufacturing and logistics companies looking to improve their operational efficiency. Our national presence allows us to tap into a vast network of resources, talent, and expertise that can be leveraged for the benefit of local entrepreneurs. What sets COLETEK apart is our commitment to understanding the specific needs of businesses in Torrumbarry, Victoria, Australia. We take the time to listen, learn from their challenges, and develop solutions tailored to their unique circumstances. This approach has earned us a reputation as trusted advisors, always seeking innovative ways to overcome hurdles and drive success. We're proud to have played a key role in empowering businesses operating across Torrumbarry, Victoria, Australia, by providing vital engineering and product development expertise. Our team is dedicated to helping local companies thrive, and we're honored to be a part of the Torrumbarry community.