Munim Technologies

First public census and pre-registered study of why many maintainer-published GitHub security advisories for self-hosted apps (AI/ML tools and beyond) never reach the global GitHub Advisory Database, so they stay invisible to Dependabot and OSV-based scanners. Reproducible script + CC BY 4.0 dataset.

Browser tools by MV2 of Munim, Inc.: the inclusive eligibility check for clinical-trial criteria. Apache-2.0 code, CC BY 4.0 text.

Find funder ROR IDs in Crossref metadata that name the wrong funder (province/country/Funder-ID checks). Apache-2.0. Made with AI agents for MV2, Munim, Inc.

What paid technical-writing programs say about AI-written and AI-assisted articles: a pre-registered census of their own pages. By MV2 of Munim, Inc.

Static, no-execution security scanners for ML model files (.keras, pickle/.pt/.joblib, .safetensors, GGUF, ONNX) plus a cross-format CVE->detector map - made with AI by MV2 of Munim, Inc.

Verified primary-source index of what US bars and courts have told lawyers about generative AI: one JSON file, a link to the issuing body for every row, CC BY 4.0. By MV2 of Munim, Inc.

Do U.S. generators planned in EIA-860M come online (or retire) when planned? Scores every planned month as a forecast. MV2 of Munim, Inc.

Offline food-symptom diary checker with honest error control; information only, not medical advice. Made with AI agents in MV2's name. Apache-2.0.

Open census of PDF accessibility basics (tags, language, title, text, alt text) on the websites of US cities and counties facing the ADA Title II 2027 deadline. By MV2 of Munim, Inc. Apache-2.0.

Practice routing solvers for the FrontierOR Challenge, calibrated on public benchmarks (orienteering, VRPDDP, dial-a-ride). Apache-2.0. Made with AI agents by MV2 of Munim, Inc.