Shreya Tripathi

Hallucination Detection & Reduction in LLMs via Internal Cross-Examination

Reduced hallucinations by up to 33% with a 2.3:1 fix-to-break ratio without retraining.

AI Resume Parser & Candidate Shortlisting System

Built an AI-driven candidate ranking workflow using BERT parsing, GPT-4 matching, SHAP explanations, and asynchronous FastAPI APIs.

HR Aid – Layoff Prediction System

Achieved 99.97% predictive accuracy after testing across 9 different models and served the model through a FastAPI backend.