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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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@Zedda-Labs

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prince3235/README.md

Hey there, I'm Prince

ML Engineer · MLOps · Open Source @ IBM · Building Zedda ⚡

LinkedIn · Email · PyPI · GitHub

I build ML systems that ship — not just notebooks that demo well.

Currently maintaining Zedda, a C++17 EDA library on PyPI that streams 2M rows in 23 seconds at O(1) memory. Welford stats, HyperLogLog, stratified Parquet sampling — the whole stack.

Merged 2 PRs into IBM's mcp-context-forge — backend security fix + React test coverage 66% → 98%.

Final-year IT · LDRP-ITR · SPI 8.50 · Ahmedabad 🇮🇳


🛠 Tech Stack



Open Source — IBM

PR What I Did
✅ #4936 — Merged Removed legacy CSRF endpoint · standardized cookie naming across Python backend
✅ #4764 — Merged React UI test coverage 66.93% → 98.24%

Things I've Built

Project What It Does The Numbers
⚡ Zedda C++17 EDA library · nanobind bindings · PyPI · CI/CD native wheels 2M rows · 23s · O(1) memory
🕵️ Fraud Detection Imbalanced data · 20+ features · SHAP explainability · risk scoring ROC-AUC 0.991 · 99%+ recall
📊 Customer Segmentation RFM pipeline · K-Means · XGBoost churn · Streamlit dashboard 1M+ records · 4 personas

📬 princebpatel2005@gmail.com · LinkedIn · 📍 Ahmedabad · 🟢 Open to opportunities

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