research AI Bill of Materials (AI BOM) Co-author of the Linux Foundation whitepaper and contributor to the SPDX AI & Dataset profiles for documenting AI systems. Data Privacy Vocabulary (DPV) Contributor to the W3C DPVCG, developing machine-readable vocabularies for personal-data processing, rights, and AI. software PyThaiNLP Core contributor to the leading open-source Thai natural language processing library. pitloom SBOM generation for Python & AI projects — extract model metadata from GGUF, ONNX, and PyTorch, or build straight from a Hugging Face URL. SPDX 3.0 for ntia-conformance-checker Google Summer of Code 2025 — adding SPDX 3.0 support to the tool that validates SBOMs against minimum-element requirements. licenseid A Python CLI and library that identifies the SPDX License ID from license text. Localization & Translation Thai localization and translation contributions to open-source software for privacy, security, and an open internet. demos sentimentdemo A minimal sentiment-analysis app published purely as an AI BOM example, to demonstrate a software/AI bill of materials end to end. Thai Constitution to plaintext Converting the Thai constitution from PDF to clean plaintext and correcting Thai encoding glitches.