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Arnav-Singh-5080/README.md

Arnav Singh

AIML Undergraduate at BIT Mesra · Building Production-Grade ML Systems · Open Source Contributor

About

  • 2nd Year B.Tech (AIML), BIT Mesra (2024–2028)
  • Developing end-to-end machine learning pipelines and predictive systems
  • Focused on deployment, feature engineering, and real-world ML applications
  • Active contributor in Open Source programs and collaborative projects

Currently Working On

  • Scaling ML systems for production environments
  • Exploring scalable ML system design
  • Contributing to open-source projects

Projects

AI Credit Intelligence Engine

End-to-end machine learning system for automated credit risk assessment and intelligent loan decisioning. Designed for real-world financial scenarios with explainable predictions and visual insights.

Tech: Python, Pandas, Scikit-learn, Streamlit, Matplotlib

Titanic Survival Simulator

Interactive machine learning application that predicts survival outcomes using user-defined inputs, enhanced with real-time visual feedback and model insights.

Tech: Python, Scikit-learn, Streamlit, Pandas, Scipy, Matplotlib, Seaborn

CricScope — IPL Match Intelligence Engine

Production-grade cricket analytics system that predicts real-time win probabilities using ball-by-ball IPL data and dynamic match-state features, supported by interactive visualizations and analytics dashboards.

Tech: Python, Pandas, NumPy, Scikit-learn, Streamlit, Matplotlib

Tech Stack

Languages & Core:

Machine Learning:

Visualization:

Deployment & Tools:

GitHub Stats

Contribution Graph

Connect With Me

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  1. Ai-Credit-Intelligence-Engine Ai-Credit-Intelligence-Engine Public

    A smart AI-driven platform for credit risk analysis, enabling accurate loan eligibility prediction and data-driven financial decision-making.

    Python 10 12

  2. Titanic-Survival-Simulator Titanic-Survival-Simulator Public

    Built an interactive Titanic Survival Simulator using Logistic Regression to predict passenger survival. The app enables users to simulate profiles and get real-time predictions with SHAP-based exp…

    Python 1

  3. CricScope CricScope Public

    Interactive cricket analytics platform with insights, visualizations, and predictions

    Python 2 1