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Vipsa Patel

@vipsapatel

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Data Analyst focused on turning predictive analytics into stakeholder-ready dashboards and decision support.

India

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What I'm looking for

I’m looking for a data analyst role where I can build predictive models and interactive dashboards, uphold strong data QA, and present insights clearly to both technical and business stakeholders to drive measurable business decisions.

I’m a Data Analyst who builds analytics that stakeholders can act on—linking predictive modeling to clear, decision-ready storytelling. In four end-to-end projects across supply chain, banking, and hospitality, I surfaced $185.6M in at-risk revenue and identified a 45.4% potential profit uplift.

My work centers on exploratory data analysis, predictive modeling, and rigorous data quality assurance. I designed a 5-feature composite Churn Risk Scoring approach and delivered a 6-module interactive Streamlit dashboard to help business teams identify and respond to customer attrition drivers across geography, demographics, and account behavior.

I also focus on operational impact through smarter analytics decisions. For shipping optimization, I corrected data issues and engineered a dynamic allocation model that reduced shipping lead times by 18.4% while improving inventory turnover, plus created a Risk & Impact Panel to flag reallocation decisions likely to erode margins.

Across projects, I communicate findings effectively to both technical and business audiences—through executive stakeholder briefs, full research papers, and clean QA-documented workflows. I’m especially energized by combining Python/SQL analytics with interactive dashboard development to turn complex results into practical next steps.

Experience

Work history, roles, and key accomplishments

Data Analyst Intern

Unified Mentor Pvt. Ltd.

Jan 2026 - Jul 2026 (6 months)

Data Analyst intern supporting multiple analytics projects, including supply chain optimization, customer churn analysis, and profit intelligence dashboards. Delivered stakeholder-facing decision support through dashboards and analytical reports.

Python Pandas SeaBorn Streamlit Data Cleaning predictive modeling Dashboard Development Stakeholder Communication

Customer Churn Analysis

European Bank

Performed exploratory data analysis on 10,000+ customer records to identify key drivers of customer attrition across segments. Designed a churn risk scoring model and built an interactive Streamlit dashboard to surface $185.6M in revenue at risk.

Python Pandas SeaBorn Churn Modeling predictive modeling Streamlit Dashboard Development Data Visualization

Profit Intelligence Dashboard

SkyCity Auckland

Built a profit prediction system by comparing Random Forest, Gradient Boosting, and Linear Regression models across 1,696 records (R²=0.97). Designed an SLSQP optimization engine to estimate a 45.4% potential profit uplift and deployed a Streamlit dashboard.

Random Forest Gradient Boosting R Streamlit Dashboard Development Data Visualization

Shipping Route Efficiency Analytics

Nassau Candy Distributor

Diagnosed and corrected a systematic date-encoding defect in 10,000+ shipment records to restore lead-time usability. Engineered a composite route efficiency score to rank routes and identify method-related delay effects.

Data Cleaning Data Quality Assurance Dashboard Development

Supply Chain Optimization

Nassau Candy Distributor

Engineered a dynamic allocation model to replace static shipping rules and reduce shipping lead times while improving inventory turnover. Built a Risk & Impact Panel to flag reallocation decisions likely to erode profit margins.

Decision Support Dashboard Development Data Quality Assurance Data Visualization