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Northeastern University London
- London
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22:49
(UTC +01:00) - https://shubham-kumar-singh.vercel.app
- in/shubham-kumar-singh-00236a191
Highlights
- Pro
Pinned Loading
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portfolio-assistant
portfolio-assistant PublicLive RAG assistant that answers recruiter questions about my work: BM25 plus semantic search, RRF, an LLM reranker and grounded answers, checked against a committed eval set
TypeScript
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Fraudulent-Claim-Detection
Fraudulent-Claim-Detection PublicFraud detection on 1,000 auto insurance claims: logistic regression vs a tuned random forest, with RFECV, VIF checks and cutoff selection
Jupyter Notebook
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Employee-Retention-Prediction
Employee-Retention-Prediction PublicLogistic regression on 74,610 employee records to predict retention, with RFE, VIF checks, cutoff selection and odds ratios
Jupyter Notebook
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Delivery-Time-Prediction
Delivery-Time-Prediction PublicLinear regression on 175,777 Porter delivery orders: test R² 0.88 with 12 engineered features, and why cutting to 8 with RFE made it worse
Jupyter Notebook
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NYC-Taxi-EDA
NYC-Taxi-EDA PublicExploratory analysis of 489,542 NYC taxi trips from 2023: tipping by hour and payment type, with corrections published for three figures
Jupyter Notebook
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Farmers-Insurance-SQL
Farmers-Insurance-SQL PublicMySQL analysis of India's PMFBY crop insurance data: 29 queries covering joins, subqueries, window functions, constraints and indexes
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