Ravi Patel
MS CS Student @ Georgia Tech | Full-Stack Engineer | Building AI-Powered Solutions with Python, Go & AWS | Ex-Yatri Tourism | Seeking SWE/ML Roles Summer 2026
- Role
- Amazon Operational Strategy & People Analytics Externship at Extern
- Location
- Raleigh-Durham-Chapel Hill, NC, US
- LinkedIn followers
- 500 followers
About Ravi Patel
As an Operational Strategy & People Analytics Extern at Amazon, I contribute to data-driven workforce decision-making through advanced analytics and machine learning. My work includes building end-to-end Python NLP pipelines to process employee voice data, developing sentiment analysis models, and designing data quality frameworks to ensure reliable insights for HR leadership. Currently pursuing a Master’s in Computer Science at Georgia Institute of Technology, I previously completed a Bachelor’s in Computer Science at UNC Charlotte. My experience includes modernizing technical infrastructures as a Software Engineer Intern at Yatri Tourism, where I implemented scalable microservices in GoLang and AWS Lambda, and optimized APIs with GraphQL and Redis. My focus remains on leveraging data and technology to drive impactful, scalable solutions.
Experience
Amazon Operational Strategy & People Analytics Externship
Jan 2026 — Present · US
Completed industry-sponsored 8-week data science externship analyzing Amazon Fulfillment Center operations:Built NLP pipeline processing employee reviews using Python (NLTK, TextBlob) to identify 15+ operational pain points through sentiment analysis and thematic clusteringAutomated qualitative analysis, reducing manual review time by 70% using scikit-learn for keyword extraction and sentiment classificationIdentified high-risk workforce segments (Learning Ambassadors, night shift workers,<6mo tenure) with 2.5x higher attrition indicators through cohort segmentationDelivered strategic recommendations projecting 18% turnover reduction, presented to Amazon operations stakeholdersSkills: Python • NLP • Sentiment Analysis • Workforce Analytics • Data Visualization
Education
Georgia Institute of Technology
Master's degree, Computer Science
Cary High School
High School Diploma
Wake Technical Community College
Associate of Science - AS, Computer Programming, Specific Applications
2020 — 2022
University of North Carolina at Charlotte
Bachelor's degree, Computer Science
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