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1. AI-based-early-warning-system AI-based-early-warning-system Public

   AI-powered financial distress prediction with interactive Streamlit dashboard

   Python

2. AirQuality-Transformer-SmartCities AirQuality-Transformer-SmartCities Public

   Transformer-based deep learning framework for air quality prediction, benchmarked against LSTM, GRU, and CNN models — achieving R² = 0.9133 on pollutant forecasting.

   Jupyter Notebook

3. EmbryoGuard-Pro EmbryoGuard-Pro Public

   IoT-based smart egg incubator with dual-node ESP32 firmware (FreeRTOS) and a real-time Flask + WebSocket dashboard for automated temperature, humidity, and air quality control.

   C++

4. intelligent-answer-evaluation-system intelligent-answer-evaluation-system Public

   Hybrid NLP system that grades student answers using custom attention (from scratch) + BERT/LSA semantic scoring, with a Streamlit dashboard.

   Python

5. recovery-dawn recovery-dawn Public

   NLP depression detection system comparing 4 ML models (RF 95.37%) with LIME explainability, symptom checker, and personalized wellness recommendations.

   Jupyter Notebook

6. verilens verilens Public

   NLP pipeline for news credibility classification and summarization using custom attention, BERT fine-tuning (LIAR dataset), and T5 fine-tuning (CNN/DailyMail).

   Jupyter Notebook