AI & Machine Learning Services for Tinamba 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 Tinamba 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 Tinamba 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 Tinamba 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.

Located in Tinamba, Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company with a national reputation for delivering exceptional results. Established in 2001, we've built a trusted partnership with businesses across diverse industries, empowering them to achieve their goals through our expertise in engineering and product development. At the heart of everything we do lies a deep understanding of the region's unique needs and challenges. As a local business ourselves, we're committed to serving businesses across Tinamba, Victoria, Australia by providing world-class solutions that drive growth, improve efficiency, and enhance competitiveness. With COLETEK, you can rely on our extensive expertise, innovative approach, and collaborative spirit to tackle even the most complex challenges. By partnering with COLETEK, your business gains access to a wealth of knowledge, skills, and experience in product development and engineering. Our team of experts is dedicated to delivering tailored solutions that meet the specific needs of businesses like yours, operating throughout Tinamba, Victoria, Australia. Collaboration is at the core of our approach. We work closely with clients to understand their objectives, identifying opportunities for growth, improvement, and innovation. By leveraging our expertise in engineering and product development, we help businesses across various sectors overcome obstacles, seize new opportunities, and drive long-term success. At COLETEK, we're proud to have a strong presence in Tinamba, Victoria, Australia, with a deep understanding of local market conditions, regulations, and environmental factors. This enables us to provide targeted support that addresses the unique needs of businesses within this region. Whether you're looking to refine operations, introduce new products or services, or drive digital transformation, our multidisciplinary team is committed to delivering results that exceed your expectations. As a trusted partner to businesses across Tinamba, Victoria, Australia and throughout Australia, COLETEK stands ready to help you achieve your goals. So why wait? Let's work together to build something remarkable.