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shefsingh/README.md

Hey, I'm Shefali πŸ‘‹

Product + Data person. I sit at the intersection of analytics, automation, and product thinking. I don't just surface numbers, I find the so what behind them.


πŸ”§ What I build

  • Automation tools that eliminate repetitive analyst work (Python, Pandas, NumPy)
  • ETL pipelines & dashboards that give teams real visibility for the first time (SSIS, Power BI)
  • Product insights that actually change decisions β€” not just slide decks

πŸ“Œ Featured Work

Project What it does Stack
🎬 Movie Recommendation Engine Content-based recommender using cosine similarity on cast, crew & genre metadata Python, Pandas, scikit-learn
πŸš— BMW Dealer Automation (coming soon) End-to-end reporting tool for 500+ dealers β€” saved 10+ analyst hrs/month Python (.exe), Pandas, NumPy, Matplotlib

πŸ’Ό Experience Highlights

BMW of North America β€” Data & Project Support Intern (Oct 2024 – May 2025)

  • Built a Python automation tool generating monthly service reports for 500+ dealers (BMW, MINI, Rolls-Royce)
  • Analyzed digital key-card adoption trends β†’ contributed to 40% increase in dealer engagement
  • Designed ETL pipeline delivering dealer dashboards 98% faster via agile, feedback-driven development

Capgemini β€” Software Engineer (Jan 2022 – Jun 2023)

  • Built ETL pipelines in SSIS + Power BI dashboards for sales trend analysis
  • Resolved critical ERP bug β†’ reduced shipment errors by 30%
  • Cut manual processing time by 50% through process documentation and JIRA compliance workflows

πŸ› οΈ Tech Stack

Languages & Data Python SQL Pandas NumPy Matplotlib Shell Scripting

BI & Pipelines Power BI SSIS SSRS ETL Data Modeling Azure

Product PRDs User Research Roadmapping Agile Jira Competitive Analysis

Certifications Product Analytics (Product School) Mini-MBA in Product Strategy (Rutgers) Azure Fundamentals (Microsoft)


πŸŽ“ Education

Rutgers University β€” MS, Engineering Management (GPA: 3.87) Concentration in Product Strategy | Mini-MBA in Engineering & Technology Management

University of Mumbai β€” BE, Electronics & Telecommunications


πŸ“« Let's connect

I'm actively looking for roles in Product Management, Product Analytics, or Data Engineering.

LinkedIn Email

"I don't just report numbers β€” I find the so what behind them."

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