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1. sindhi-nlp sindhi-nlp Public

   Reproducible Sindhi sentiment analysis with XLM-RoBERTa, a Python SDK, and a FastAPI service.

   Python

2. datascout datascout Public

   Semantic dataset search engine — search datasets by meaning, not title. Sentence-transformers embeddings (all-MiniLM-L6-v2) + Gradio UI, deployed on HuggingFace Spaces.

   Python 2

3. Sindhi_Sentiment_dataset Sindhi_Sentiment_dataset Public

   Sentiment classifier for Sindhi text (dual TF-IDF + LinearSVC) — v2: 91.7% acc / 0.918 macro F1 on a fully human-labeled 4,420-sentence dataset. Includes a transparent writeup of why accuracy dropp…

   Python 3

4. passli passli Public

   High-security zero-knowledge document sharing platform with AES-256-GCM encryption, single-use QR passes, rate-limiting defense, granular expiration controls, and zero server-side plaintext exposure.

   HTML