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prathushaP/README.md

πŸ’Œ About Me

I'm Prathusha, a Data Analyst with 5+ years of experience across Banking and Healthcare analytics. I specialize in SQL query development, financial data reconciliation, ETL pipeline design, and business intelligence reporting for enterprise financial and clinical systems.

  • πŸ”Ž Expert in SQL (Snowflake, Amazon Redshift, SQL Server, Oracle, Databricks), Python (Pandas, NumPy, Scikit-learn, XGBoost), Power BI (DAX, Power Query, RLS), and Tableau
  • πŸ“Š Delivered scalable dashboards & automated reports for 20+ senior stakeholders
  • πŸ“ˆ Measurable impact: cut manual reporting effort by 40%, improved SQL performance by 65%, boosted ML targeting accuracy by 30%
  • 🀝 Skilled in Agile delivery with Git, JIRA, Confluence & SharePoint β€” partnering across Finance, Operations, Compliance & Data Engineering
  • πŸ€– Hands-on with Generative AI (ChatGPT, Microsoft Copilot) & prompt engineering to accelerate analytics workflows
  • πŸŽ“ M.S. in Computer Science, Montclair State University, New Jersey

πŸ› οΈ Tech Stack

Languages & Query

Visualization & BI

Data & Cloud

ML & AI

Tools


πŸš€ Featured Projects

🏦 AI Loan Approval Assistant

Banking Β· Credit Risk

Analyzes loan applications using ML and Gemini AI to predict approval probability, explain decisions, compute key banking KPIs, simulate scenarios, and export PDF/CSV reports for loan officers.

Python FastAPI Scikit-learn Gemini AI React TypeScript

πŸ”— GitHub Β· 🌐 Live Demo

🧾 Banking Data Reconciliation Platform

Banking Β· Data Quality

Detects missing, duplicate, and mismatched banking records using SQL and Python, with automated validation rules and interactive dashboards for reconciliation insights.

SQL Python Power BI ETL Snowflake

πŸ”— GitHub Β· 🌐 Live Demo

πŸ’¬ Banking Customer Complaint Intelligence

Banking Β· NLP

Analyzes banking customer complaints using NLP, sentiment analysis, and A/B testing to uncover trends, improve communication, and measure engagement outcomes.

Python SQL NLP Scikit-learn Power BI

πŸ”— GitHub Β· 🌐 Live Demo

πŸ’Š Medication Adherence Intelligence

Healthcare Β· Analytics

Tracks pharmacy claims, predicts medication adherence, and uses A/B testing to evaluate intervention strategies through interactive dashboards and predictive analytics.

Python SQL Power BI ML A/B Testing

πŸ”— GitHub Β· 🌐 Live Demo


πŸ’Ό Experience Snapshot

Focus Area Role Duration
Banking β€” core banking, Snowflake, Redshift, Databricks Data Analyst Aug 2024 – Present
Retail & Commercial Banking β€” SQL Server, Oracle, ETL Data Analyst Sep 2021 – Aug 2023
Healthcare β€” claims, HEDIS, CMS Star Ratings Data Analyst Mar 2020 – Sep 2021

Highlights across these roles: designed Power BI dashboards for 20+ stakeholders, cut manual reporting effort by up to 40%, improved SQL query performance by 65%, and boosted ML targeting accuracy by 30% through credit risk, fraud, and churn models.


πŸŽ“ Education

M.S. in Computer Science β€” Montclair State University, New Jersey Β· Aug 2023 – May 2025


πŸ“« Let's Connect


Popular repositories Loading

  1. Portfolio Portfolio Public

    Modern Data Analyst Portfolio showcasing My banking, healthcare, analytics, machine learning, and data visualization projects and experience.

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  2. Banking-data-reconciliation-platform Banking-data-reconciliation-platform Public

    Detects missing, duplicate, and mismatched banking records using SQL + Python, with automated validation rules, match-quality scoring, and an interactive Streamlit exception workbench.

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  3. banking-customer-complaint-intelligence banking-customer-complaint-intelligence Public

    Banking Customer Complaint Intelligence β€” NLP, sentiment, themes, and A/B testing dashboard (Streamlit)

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  4. medication-adherence-intelligence medication-adherence-intelligence Public

    Medication Adherence Intelligence β€” pharmacy claims, PDC/MPR, predictive risk, and A/B intervention analytics (Streamlit portfolio by Prathusha)

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  6. ai-loan-approval-assistant ai-loan-approval-assistant Public

    AI Loan Approval Assistant β€” banking decision-support platform (ML + Gemini + FastAPI + React) Production-style banking decision-support web app for loan officers. It analyzes applications, compute…

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