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Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Organizations

@Zedda-Labs

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prince3235/README.md

Typing SVG

🛠️ Languages & Tools

Core Languages & Databases

ML / Data Science Stack

Tools & Cloud


Pandas NumPy Scikit-learn Streamlit Jupyter GitHub Actions PyPI SHAP

🤝 Open Source Contributions

Project What I did
🏢 IBM / mcp-context-forge Removed legacy CSRF endpoint · standardized cookie naming across the Python backend (Merged PR #4936)
🧪 IBM / mcp-context-forge Boosted React UI test coverage from 66.93% → 98.24% across all metrics (Merged PR #4764)

🚀 Featured Projects

🔬 Zedda — Open Source EDA Library

Python C++ PyPI CI/CD

Production-grade EDA library — C++17 core with Python bindings via nanobind. Ships native wheels for Windows, macOS & Linux across Python 3.9–3.12.

Streams 2M rows in 23 seconds at O(1) memory using Welford stats + HyperLogLog + stratified Parquet sampling.

🕵️ Transaction Fraud Intelligence System

Python Scikit-learn SHAP

End-to-end fraud detection on severely imbalanced data — ROC-AUC 0.991 · PR-AUC 0.999 using Random Forest with stratified cross-validation.

20+ behavioral features + SHAP explainability + risk scoring system (0–100) for non-technical stakeholders.

📊 Customer Segmentation & Retention Analysis

Python XGBoost Streamlit K-Means

Automated RFM pipeline over 1M+ transaction records with K-Means clustering into 4 customer personas — what took days now runs in minutes. XGBoost churn classifier + live Streamlit CRM dashboard with AI-predicted churn probabilities for targeted marketing campaigns.

🐍 Contribution Activity

contribution snake

📬 Let's Connect

LinkedIn GitHub Email

Popular repositories Loading

  1. Customer-Segmentation-and-Retention-Analysis Customer-Segmentation-and-Retention-Analysis Public

    Python 2

  2. Transaction-Fraud-Intelligence Transaction-Fraud-Intelligence Public

    Jupyter Notebook 2

  3. logischain-ai logischain-ai Public

    Jupyter Notebook 2

  4. mcp-context-forge mcp-context-forge Public

    Forked from IBM/mcp-context-forge

    An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool c…

    Python 2

  5. prince3235 prince3235 Public

    hi

    1

  6. cloud-sentryAI cloud-sentryAI Public

    Python 1