AI & Machine Learning Services for Tynong 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 Tynong 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Tynong 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 Tynong 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 business owner or technical decision-maker based in Tynong, Victoria, Australia, you understand the importance of having a reliable partner to help drive innovation and growth. Since 2001, COLETEK has been a trusted multidisciplinary engineering and product development company, committed to delivering exceptional results for businesses across Tynong, Victoria, Australia and throughout Australia. With an impressive track record of successful projects, our team is uniquely positioned to support the unique needs of local companies in Tynong, Victoria, Australia. Whether you're looking to develop a new product, optimize your manufacturing processes, or enhance your overall competitiveness, we've got the expertise, innovation, and capabilities to help you achieve your goals. What sets us apart? Our collaborative approach, which puts your needs at the forefront of our work. We take the time to listen, understand your challenges, and develop tailored solutions that meet your specific requirements. This holistic approach has earned us a reputation as a trusted thought leader in engineering and product development, with a national presence that spans Tynong, Victoria, Australia and beyond. By partnering with COLETEK, you can tap into our deep understanding of the latest technological advancements and engineering innovations. Our team is well-versed in leveraging these advancements to drive real-world benefits for businesses like yours, regardless of their size or industry. From concept design to prototyping, testing, and production, we'll work closely with you to bring your ideas to life. As a business leader in Tynong, Victoria, Australia, you deserve access to innovative solutions that help you stay ahead of the curve. At COLETEK, we're committed to delivering exceptional results for our clients, leveraging our expertise and capabilities to drive growth, efficiency, and competitiveness. If you're ready to unlock new possibilities for your business, look no further.