AI & Machine Learning Services for Toorongo 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 Toorongo 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 Toorongo 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 Toorongo 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 local business owner or decision-maker in Toorongo, Victoria, Australia, you understand the importance of having reliable partners who can help your organization thrive. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation for delivering exceptional results. With our roots firmly planted in Toorongo, Victoria, Australia and beyond, we've built a legacy of collaborating with businesses from diverse industries to create innovative solutions that drive growth and success. Our team's expertise spans multiple disciplines, allowing us to tackle complex challenges head-on. Whether you're looking to develop new products, optimize processes, or improve performance, our collective experience and expertise ensure that you receive tailored support tailored to your unique needs. As a trusted partner, we're committed to fostering long-term relationships built on trust, open communication, and a deep understanding of your organization's goals. In Toorongo, Victoria, Australia and throughout the country, COLETEK is proud to operate alongside local businesses, listening carefully to their challenges and developing effective solutions that meet their specific needs. Our commitment to reliability, collaboration, and capability has earned us a reputation as go-to partners for organisations seeking innovative, dependable, and results-driven support. At COLETEK, we believe in the power of partnerships. By working closely with your team, we'll help you achieve your objectives by leveraging our collective expertise, creativity, and innovative spirit. Our doors are open to businesses across Toorongo, Victoria, Australia, seeking a more efficient, effective, and successful approach to achieving their goals.