Currently an Extern @Beats By Dre

Economic Researcher and Policy Analyst

I leverage my economics background and consulting expertise to drive impactful solutions. Let's transform challenges into opportunities together!

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Work samples

Dive into my projects where I apply my consulting skills to solve real-world problems, focusing on strategy and analytics.

Amazon Operational Strategy & People Analytics Externship
Amazon · Jul 2026 · ✅ Verified by Extern
Amazon Operational Strategy & People Analytics Externship
Imagine shaping how AMAZON — yes, THE Amazon — welcomes and keeps its workforce. Every year, Amazon loses billions because new hires leave before Day 90. You’re going to fix that. In this externship, you’ll web scrape real-world employee reviews from across the web, extract actionable insights, and design persona-driven strategies to help Learning Ambassadors connect smarter, faster, and more humanely. It’s part research, part strategy—and all about learning how people data drives big decisions.
Data AnalysisPythonStrategyOperations
Beats by Dre Consumer Behavior & Market Analysis Externship
Beats By Dre · ✅ Verified by Extern · ⏱️ In progress
Beats by Dre Consumer Behavior & Market Analysis Externship
Discover how top brands like Beats by Dre turn consumer insights into products people can’t resist. Dive into the psychology of buying decisions, master survey design, and use cutting-edge AI tools to analyze real consumer data. In this externship, you’ll gain hands-on experience shaping marketing strategy for a leading global brand—perfect for anyone curious about marketing, psychology, or product innovation.
Data AnalysisMarket ResearchPresentation Skills

About me

I leverage my economics background and consulting expertise to drive impactful solutions. Let's transform challenges into opportunities together!

I am a driven professional with a focus on consulting, holding a degree in Economics. My experience includes a valuable externship with Amazon, where I developed skills in operational strategy and people analytics.

Externships

Beats by Dre Consumer Behavior & Market Analysis Externship

Beats By Dre

Experience

Sales Analyst

Bengal Hyundai Pvt. Ltd.

Education

St. Xavier’s College (Autonomous), Kolkata

MSc Economics · Class of 2025

Amity University, Kolkata

BSc Economics · Class of 2023

Skills

ConsultingOperational StrategyPeople AnalyticsEconomics

Back to works

Amazon · Jul 2026 ↗

✅ Verified by Extern

Amazon Operational Strategy & People Analytics Externship

Imagine shaping how AMAZON — yes, THE Amazon — welcomes and keeps its workforce. Every year, Amazon loses billions because new hires leave before Day 90. You’re going to fix that. In this externship, you’ll web scrape real-world employee reviews from across the web, extract actionable insights, and design persona-driven strategies to help Learning Ambassadors connect smarter, faster, and more humanely. It’s part research, part strategy—and all about learning how people data drives big decisions.

Data AnalysisPythonStrategyOperations

Overview

In the Amazon Operational Strategy & People Analytics Externship, I addressed the critical issue of employee retention by analyzing workforce dynamics. I gathered and processed employee feedback data, identified sentiment patterns, and developed strategies aimed at improving new hire experiences, ultimately aiming to reduce turnover before Day 90.

Google Slides

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What I've accomplished

I produced cleaned, structured employee-voice datasets, visualized sentiment and keyword patterns across platforms, created a root-cause tree and friction map, ranked priority cohorts, and delivered evidence-backed recommendations plus a final externship profile decision.

Project breakdown

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Back to works

Beats By Dre ↗

✅ Verified by Extern · ⏱️ In progress

Beats by Dre Consumer Behavior & Market Analysis Externship

Discover how top brands like Beats by Dre turn consumer insights into products people can’t resist. Dive into the psychology of buying decisions, master survey design, and use cutting-edge AI tools to analyze real consumer data. In this externship, you’ll gain hands-on experience shaping marketing strategy for a leading global brand—perfect for anyone curious about marketing, psychology, or product innovation.

Data AnalysisMarket ResearchPresentation Skills

Overview

In this externship with Beats by Dre, I explored how consumer insights drive product development and marketing strategies. I engaged with the psychology behind purchasing decisions, developed survey methodologies, and applied advanced AI tools to analyze consumer data, enhancing my understanding of market dynamics in a leading global brand.

Beats by Dre Consumer Behavior & Market Analysis Externship

What I've accomplished

I extracted five recurring customer pain points from reviews, visualized them in a pain-point chart, and built an interactive Replit dashboard prototype that maps those pain points and sentiment across a customer journey.

Project breakdown

The externship brief required identifying top customer frustrations, I converted AI-generated JSON into an interactive radar chart and exported a PNG. The deliverables included a hosted Replit app and a chart image showing pricing as the primary issue.

Open Link

The project analyzed customer reviews, mapped pain points to AIDA stages, and produced an interactive Replit dashboard. I converted qualitative feedback into categories, visualized frequent complaints, and delivered a decision-focused insight dashboard.

Open Link

I created a Google Forms survey for the research question, mapping 15 targeted questions across preferences, usage, purchase drivers, and willingness to pay. The form was completed and prepared for distribution via outreach channels.

Open Link

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Work samples

Amazon Operational Strategy & People Analytics Externship

Beats by Dre Consumer Behavior & Market Analysis Externship

About me

Amazon Operational Strategy & People Analytics Externship

Overview

What I've accomplished

Project breakdown

Understand the Operational ChallengeI mapped the workforce structure of an Amazon Fulfillment Center and documented roles, responsibilities, and tools used across frontline and supervisory positions.

Collect & Clean Employee Voice DataI collected, cleaned, and structured employee feedback from Glassdoor and YouTube, producing an analysis-ready dataset and examples of strong/weak employee voice.

Find Sentiment & Keyword Patterns in Employee Voice DataI summarized the top three cross-platform insights from keyword and sentiment analyses of Glassdoor reviews and YouTube transcripts.

Uncover Themes & Root Causes in Employee Voice DataI built a keyword-tagged summary table linking themes to sentiment and illustrative quotes from Glassdoor and YouTube sources.

Segment the Workforce & Identify PrioritiesI created and labeled workforce segments for the externship project, grouping roles by status and operational function.

Beats by Dre Consumer Behavior & Market Analysis Externship

Overview

What I've accomplished

Project breakdown

Create a Pain Point ChartI converted AI-extracted pain-point JSON into an interactive pain-point chart app and image to visualize top customer frustrations.

Create a Customer Journey MapI built and refined a customer journey map and turned review insights into an interactive dashboard that visualized common pain points across the AIDA stages.

Conduct A Survey To Gather Consumer InsightsI designed and deployed a Google Form survey tailored to the module's research question on high-fidelity wireless speakers.