Priyrajsinh

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Priyrajsinh Paramr Priyrajsinh

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Bhavnagar
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Achievements

Achievements

Priyrajsinh/README.md

Core Competencies

Machine Learning & Data Python · NumPy · Pandas · Scikit-Learn · PyTorch · Matplotlib

ML Engineering Model evaluation · Feature pipelines · Experimentation · Research implementation

Web & Systems React · TypeScript · JavaScript · PHP · SQL · Socket.io

Socials

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causal-ml-hte causal-ml-hte Public

OLS on observational data says job training hurts earnings. Double ML corrects the bias and recovers the $1,794 RCT ground truth. Per-individual CATE · SHAP moderators · FastAPI · Streamlit dashboard.

Python
Conformal-Prediction-Uncertainty-Aware-Medical-AI Conformal-Prediction-Uncertainty-Aware-Medical-AI Public

Coverage-guaranteed medical AI: XGBoost + MAPIE conformal prediction on UCI Heart Disease. FastAPI · Gradio · Streamlit · Prometheus · MLflow.

Python
Hybrid-LLM-Jailbreak-Detector Hybrid-LLM-Jailbreak-Detector Public

Defense-in-depth input safety for LLMs — perplexity gate + FAISS + ModernBERT + LoRA + Llama Guard 3, behind a deterministic policy gate. 99.88% accuracy, 99.47% jailbreak recall, calibrated confi…

Python
RealTime-ML-Drift-Monitoring RealTime-ML-Drift-Monitoring Public

Real-time ML model drift detection — PSI, KS test, SHAP, Evidently, Prometheus, Grafana, Alertmanager, FastAPI, Streamlit

Python
semantic-hybrid-search semantic-hybrid-search Public

Semantic Hybrid Search with Sentence-Transformers + FAISS. Ask any question in plain English. Get the most relevant Wikipedia passages back — ranked by meaning, not just keywords.

Python
-XGBoost-SHAP-Explainability-Dashboard -XGBoost-SHAP-Explainability-Dashboard Public

Built an end-to-end classification pipeline on the Pima Indians Diabetes dataset with XGBoost, Optuna hyperparameter optimization, and comprehensive SHAP explainability. Deployed as a multi-tab St…

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