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Entrepreneurship Cell IIT Kharagpur
- Lucknow
- in/ayush-kumar-maurya-065b14290
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empathy-resilience-model
empathy-resilience-model PublicDeloitte case - psychometric prediction with LSTM + transformer over 15+ variables (78% acc, R2 0.995)
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fake-news-lstm
fake-news-lstm PublicLSTM binary classifier for fake-news detection - ~45k articles, 95% accuracy, F1 0.95
Jupyter Notebook
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Sakhi_finance
Sakhi_finance PublicAlternative credit scoring for bureau-invisible borrowers using UPI patterns and psychometrics: LightGBM, SHAP, DiCE | UCO Bank PSB Hackathon 2026 Finalist
JavaScript 1
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spam-email-classifier
spam-email-classifier PublicSMS/Email spam classifier: NLTK preprocessing, TF-IDF, 8-model benchmark, voting and stacking ensembles (97% accuracy, 98% precision)
Jupyter Notebook
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time-series-temp
time-series-temp PublicTime-series modelling on 10 years of daily temperature - 8 models (OLS, ARIMA, SARIMA, Lasso, polynomial) with ADF + VIF
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