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PRANAV-M3054/README.md
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👋 About Me

pranav = {
    "name"      : "Pranav M",
    "role"      : "M.Sc. Big Data Analytics — Semester 4",
    "university": "St. Joseph's University, Bengaluru",
    "location"  : "Kerala, India 🌴",
    "email"     : "pranavm3054@gmail.com",
    "philosophy": "I write every line of code myself — that's the only way to truly understand it.",
    "currently" : "Building AltScore — AI-powered credit scoring for Indian SMEs",
    "open_to"   : ["ML Engineering roles", "Data Engineering", "Collaborations"],
}

🛠️ Tech Stack

Languages & Core

Python SQL

ML & AI

XGBoost Scikit-learn SHAP MLflow

Data Engineering & APIs

PostgreSQL FastAPI Pandas SQLAlchemy

Visualization & BI

Power BI Streamlit Jupyter

Tools & Environment

VS Code Git Windows

🚀 Featured Projects

🧠 AltScore — SME Credit Intelligence Engine

Repo Stars

AI-powered alternative credit scoring system for Indian SMEs — built end-to-end across 9 phases.

Stack: XGBoost · SMOTE · SHAP · MLflow · FastAPI · PostgreSQL 18 · Groq (Llama 3.3 70B) · Streamlit · SQLAlchemy

Highlights:

  • Star schema data warehouse with SQLAlchemy loader
  • SHAP explainability for every credit decision
  • LLM-powered narrative report generation via Groq API
  • REST endpoints + interactive Streamlit web app

🚢 Global Supply Chain Logistics Dashboard

Repo

Power BI dashboard analyzing global supply chain disruptions, logistics performance, and transportation cost patterns using shipment data.

Stack: Power BI · Power Query · SQL · DAX

Highlights:

  • Multi-page interactive dashboard
  • Disruption heatmaps by region & carrier
  • Cost vs. delay correlation analysis
  • KPI cards with drill-through filtering

🛒 Walmart Sales Forecasting

Repo

ML-based retail sales forecasting with time-series analysis and feature engineering on Walmart store data.

Stack: Python · Scikit-learn · Pandas · Jupyter

Highlights:

  • Time-series feature engineering (lag, rolling stats)
  • Multiple model comparison & selection
  • Holiday and markdown effect analysis

🚦 Bangalore Traffic Analysis

Repo

Traffic pattern analysis using Jupyter Notebook and Pandas to provide data-driven insights for urban traffic management improvement.

Stack: Python · Pandas · Jupyter · Matplotlib

Highlights:

  • Peak hour congestion mapping
  • Route-level delay pattern analysis
  • Visual insights for urban planners

📊 GitHub Stats

  

📈 Contribution Graph

🎯 Currently Working On

🔨  AltScore v2 — adding real-time scoring API endpoint
📖  Learning PyTorch for deep learning projects
🏆  Preparing Kaggle competition notebooks
☁️  Exploring Docker + AWS for MLOps deployment

🤝 Let's Connect

I'm actively looking for ML Engineering, Data Engineering, and Data Analytics opportunities.
If you're working on something interesting or want to collaborate — reach out!

 

Popular repositories Loading

  1. PRANAV-M3054 PRANAV-M3054 Public

    Config files for my GitHub profile.

  2. Bangalore-Traffic-Analysis Bangalore-Traffic-Analysis Public

    Bangalore Traffic Analysis Using Jupyter Notebook and Pandas This project aimed to analyze Bangalore’s traffic patterns to provide insights that could assist in improving urban traffic management. …

    Jupyter Notebook

  3. Cold-email-gen Cold-email-gen Public

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  4. Walmart-sales-forecasting-ml Walmart-sales-forecasting-ml Public

  5. Global-supply-chain-logistics-dashboard Global-supply-chain-logistics-dashboard Public

    Power BI dashboard analyzing global supply chain disruptions, logistics performance, and transportation cost patterns using shipment data.

  6. altscore-sme-credit-engine altscore-sme-credit-engine Public

    AI-powered alternative credit scoring engine for SMEs using XGBoost, SHAP, Claude API, and Power BI

    Jupyter Notebook