Hi. I work on backend and ML: Python, FastAPI, PyTorch, Hugging Face, vLLM, Postgres. Before that, ten years of PHP and Laravel.
When I hit a bug in a library I use, I try to report it and send a fix. So far, as of 2026-11-01: 12 pull requests merged, 2 open, 17 issues filed, 13 of them resolved.
- huggingface/transformers: 6 merged, 1 open, 10 bug reports. Small bugs in model code, model loading and tokenizers.
- huggingface/peft: 3 merged, 1 open, 2 bug reports. Docs examples that did not run.
- langchain-ai/langchain: 1 merged, 3 bug reports. Tests and docs.
- vllm-project/vllm: 1 merged, 1 bug report. A test.
- langchain-ai/langgraph: 1 bug report. Docs.
- OussamaMater/Laravel-Tips: 1 merged.
Full lists: pull requests, bug reports
