AI & Machine Learning Services for Tiri 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 Tiri 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 Tiri 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 Tiri 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 central hub for innovation and business growth in Tiri, New South Wales, Australia, we understand the unique challenges that local enterprises face. That's why COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, is committed to serving businesses across Tiri, New South Wales, Australia with unparalleled expertise. From our base in Tiri, New South Wales, Australia, our team of seasoned professionals collaborate closely with local organizations to harness the power of engineering and product development. By combining cutting-edge innovation with a deep understanding of the Australian business landscape, we empower companies like yours to achieve remarkable success. At COLETEK, we're more than just an engineering and product development company – we're trusted advisors who invest time and energy in building long-term relationships with our clients. Our team's unwavering dedication to reliability, collaboration, and capability sets us apart from others in the industry. For businesses seeking reliable partners to drive innovation and growth, COLETEK operates throughout Australia, including Tiri, New South Wales, Australia. By leveraging our expertise, local enterprises can overcome the challenges of a competitive market, stay ahead of the curve, and seize new opportunities for expansion. As you navigate the complexities of product development or engineering projects, know that COLETEK is here to support businesses in Tiri, New South Wales, Australia every step of the way. Our commitment to exceptional service, collaboration, and innovative problem-solving makes us an invaluable resource for local decision-makers like yourself. Let’s build something remarkable together.