An automated tool for Validating OSINT. This forms part of the final step of OSINT production as detailed by NATO's open source handbook (2001). This is a research artefact for my Dissertation at the University of Portsmouth.
A Python-based compliance tool for monitoring negative news coverage of individuals with sentiment analysis.
A Discord bot that answers Islamic questions by searching authentic knowledge from IslamQA.info and provides comprehensive, evidence-based summaries in the style of Tafsir Ibn Kathir, quoting Quranic verses and Hadith with direct references. It is powered by Google Custom Search and AI summarization via DeepSeek.
🧠 Document-aware chatbot using RAG, FAISS, and LLMs. Upload, ask, and get grounded answers.
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