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Achievement: Pull SharkAchievement: YOLO

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shivangi013/README.md

👋 Hi, I'm Shivangi!

I'm a postgraduate student in Engineering Mathematics with a strong interest in data analysis, predictive modeling, and applied machine learning.
My work blends mathematical intuition with practical problem-solving — from analyzing real customer behavior to building control systems and performing end-to-end ML pipelines.

I love working with Python, R, statistics, optimization, and transforming data into meaningful insights.

🔑 Core Mindset

I believe in:

  • Clarity — understanding data deeply
  • Curiosity — exploring patterns and asking meaningful questions
  • Creativity — applying mathematical intuition to modern AI techniques

🚀 Featured Projects

🛰️ Satellite Control System

A Python-based system designed to stabilize satellite trajectories using radial thrusters.

  • Modeled motion using Newton’s laws in polar coordinates
  • Built controllers to maintain stable orbits
  • Simulated trajectories & system behavior

📂 View Repository: Satellite-Control-System

✈️ Skytrax Review Analysis (British Airways)

Performed end-to-end text analytics on customer reviews.

  • Web-scraped Skytrax data
  • Sentiment analysis (VADER)
  • Topic modeling (LDA)
  • Visualization & insights consolidated in a presentation

📂 View Repository: Skytrax-Review-Analysis

🧳 Customer Booking Prediction

Built a machine learning model to predict flight booking completion.

  • Data cleaning & feature engineering
  • Exploratory data analysis
  • RandomForest model with cross-validation
  • Feature importance insights & PowerPoint summary

📂 View Repository: Customer-Booking-Prediction-Analysis

🛍️ Quantium Data Analytics Simulation

Hands-on analytics project through Forage.

  • Customer transaction analysis
  • Chip product performance insights
  • Control-store selection for A/B testing
  • Final business recommendations

📂 View Repository: Quantium-Data-Analytics-Simulation

📊 Tata Data Visualization Simulation (Forage)

Focused on structured storytelling and effective dashboard design.

  • Built business visuals using Python
  • Applied scenario framing & metric selection
  • Produced clear, insight-driven charts

📂 View Repository: Tata-Data-Visualization-Simulation-on-Forage

🛠️ Skills & Tools

Languages & Environments

Python • R • Jupyter Notebook • Google Colab • RStudio

Machine Learning & Statistics

Regression (Linear, Lasso, Ridge) • RandomForest • PCA
Feature Engineering • Model Evaluation • Topic Modeling

Data Workflows

Data Cleaning • Exploratory Data Analysis • Feature Importance
Text Analytics • Web Scraping • Visualization

Reporting

Matplotlib • Seaborn • ggplot2 • Quarto • PowerPoint Automation

📬 Connect With Me

📧 Email: your email
💼 LinkedIn: your link
📍 Based in India

Popular repositories Loading

  1. Satellite-Control-System Satellite-Control-System Public

    Designed a Python-based control system to stabilize satellite trajectories using radial thrusters. Modeled motion with Newton’s laws in polar coordinates and implemented controllers for precise orb…

    Python

  2. Skytrax-Review-Analysis Skytrax-Review-Analysis Public

    Data analysis simulation using Python to extract insights from British Airways customer reviews through sentiment analysis, topic modeling, and visualization.

    Python

  3. Customer-Booking-Prediction-Analysis Customer-Booking-Prediction-Analysis Public

    Customer Booking Prediction Analysis using machine learning to predict booking completion based on customer behavior and flight details. Includes exploratory data analysis, feature importance evalu…

    Jupyter Notebook

  4. Quantium-Data-Analytics-Simulation Quantium-Data-Analytics-Simulation Public

    This repository contains projects from the Quantium Data Analytics Job Simulation on Forage. It includes two tasks: Task 1: Chip Client Analysis and Task 2: Control Store Selection and Trial Assess…

    Jupyter Notebook

  5. Tata-Data-Visualization-Simulation-on-Forage Tata-Data-Visualization-Simulation-on-Forage Public

    This project involves analyzing business data using visualization techniques to derive actionable insights. Through tasks like scenario framing, visual selection, and effective communication, the s…

  6. shivangi013 shivangi013 Public