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1. Log-Classification-System Log-Classification-System Public

   Hybrid AI system for log classification combining rule-based NLP, BERT-based embeddings (MiniLM), and LLMs in a cascaded pipeline for scalable and cost-efficient inference.

   Jupyter Notebook

2. AgroAssist-Chatbot AgroAssist-Chatbot Public

   GenAI | RAG-based conversational AI for agricultural advisory using semantic retrieval (ChromaDB + MiniLM) and LLaMA 3 (Groq)

   JavaScript

3. Youtube-Video-QnA-System Youtube-Video-QnA-System Public

   GenAI | RAG-based system for semantic Q&A over YouTube transcripts using FAISS, Gemini embeddings, and LLM-driven context-aware generation

   Jupyter Notebook

4. Cold-Email-Generator Cold-Email-Generator Public

   GenAI | RAG-based cold email generation system using LLMs, LangChain, and ChromaDB for personalized outreach from job postings

   Jupyter Notebook

5. LinkedIn-Post-Generation-System LinkedIn-Post-Generation-System Public

   GenAI | Few-shot LLM-based LinkedIn post generator with style-conditioned output using real-world examples

   Python

6. Unified-Volunteer-Portal Unified-Volunteer-Portal Public

   Android App | A centralized platform and Android app using Java and XML to bridge NSS activities and enable inclusive participation in social service events.

   Java