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Lalita-Gupta/README.md

Hi, I'm Lalita Gupta 👋

Data Analyst · MS Computer Science @ NYU Courant · New York


🙋‍♀️ About me

  • 🔭 Currently building: NYC Airbnb Market Analysis — Python, SQL, Tableau
  • 🎓 MS Computer Science @ NYU Courant (GPA 3.6) — Database Systems, ML, Computer Vision
  • 🚀 Shipped a production data platform for IIT Roorkee Virtual Labs — live on Streamlit Cloud
  • ⚡ Fun fact: I ran 1,000,000 game simulations to statistically prove which AI strategy wins at Tic-Tac-Toe
  • 💬 Ask me about: SQL, Python data pipelines, Tableau dashboards, statistical analysis
  • 📍 New York, NY · Available immediately for Data Analyst roles

🚀 Featured projects

Project What I did Tools Links
NYC Airbnb Market Analysis Cleaned 49K+ listings, wrote 5 SQL queries (window functions, CTEs), built interactive Tableau dashboard — found Manhattan prices 35% above Brooklyn with only 30% availability Python · SQL · Pandas · Tableau · SQLite GitHub · Live Dashboard
Bearing Fault Detection Platform Production Streamlit app for IIT Roorkee Virtual Labs — 8-feature statistical extraction pipeline (Mean, RMS, Kurtosis, Shannon Entropy), 9 colorization modes, 10x NumPy optimization Python · Streamlit · NumPy · OpenCV · Pandas GitHub · Live App
AI Strategy Analysis 1,000 simulations × 1,000 games = 1M games per scenario across 9 board-AI matchups — strategic-blocking AI won 84.3% vs greedy AI (14.2%), 92.9% vs random baseline Python · NumPy · Monte Carlo Simulation GitHub
Railway Reservation System CSV-backed transaction system — 500 seats, 4 fare classes, coupon-authenticated cancellations, tiered refund logic, auto waitlist promotion. SRP + multiple inheritance across 5-class OOP hierarchy Python · CSV · OOP GitHub

🛠️ Tech stack

Data Analysis & BI

Python Pandas NumPy Matplotlib MySQL Postgres SQLite Tableau Streamlit

Engineering & Cloud

Java JavaScript AWS GCP Docker Git Linux OpenCV TensorFlow scikit-learn


📊 GitHub stats




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