Manuela Schrittwieser has successfully completed the LLM Fine-Tuning Specialist module through the LLM Engineering and Deployment Program on February 13, 2026, as offered by Ready Tensor. This certificate highlights the participant's ability to fine-tune open-weights large language models end-to-end, including dataset preparation, baseline and post-training evaluation, parameter-efficient fine-tuning with LoRA/QLoRA, experiment tracking, and publishing reproducible models using modern open-source frameworks, as validated by Ready Tensor.