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Mani2815/README.md

Hi there 👋, I'm Maniarasan J

MCA Student @ Christ University | Data & ML Enthusiast

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✨ About Me

  • 🎓 MCA Student at Christ University Central Campus
  • 🧪 Built multiple ML & Analytics projects (Churn, Sentiment, Predictive, Descriptive analytics, ETL)
  • 🚀 Passionate about Data Engineering, ML Modeling & Dashboards
  • 🎯 Goal → Become a Data Engineer

📫 How to Reach Me

📧 [email protected]

🌐 Connect With Me

🛠️ Languages & Tools

📌 Featured Projects

🔹 Customer Churn Prediction

🔍 Machine learning model using Python, pandas, scikit-learn.

🔹 Women Safety Analytics (Hackathon Participation Project - Still In Research)

🛡 Real-time gesture detection, hotspot mapping, and alert automation.

🔹 Sentiment Analysis

💬 NLP model analyzing polarity & subjectivity using TextBlob.

🔹 Assessing the College Campus Experience

📊 A statistical and visual analysis exploring student feedback to evaluate and improve overall campus experience.

🔹 Reddit Streamlit Dashboard – ETL

🖥️ A real-time Reddit analytics dashboard performing ETL, sentiment tracking, and interactive trend visualization.

🔹 Crime Data Analysis & Prediction of Perpetrator Identity

🧩 A machine learning model analyzing crime patterns and predicting the likely perpetrator using historical behavioral data.

✍ Quote that Inspires me to Work

🚀 Contribution Graph

⭐ Thanks for stopping by! Keep exploring my repositories for more cool projects. And, I am actively looking for internships If you are impressed by my profile, Kindly Contact me...

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  1. Assessing-the-College-Campus-Experience Assessing-the-College-Campus-Experience Public

    This repository contains a Jupyter Notebook that focuses on Analysis the college campus experience. The project aims to assess the college experience using various techniques and tools like Jupyter…

    Jupyter Notebook 1

  2. Crime-analysis Crime-analysis Public

    This repository contains project that focuses on analyzing crime data to predict the identity of perpetrators using machine learning techniques. It estimates age, gender, and relationship to the vi…

    Jupyter Notebook 1

  3. E-Commerce-Customer-Churn-Analysis E-Commerce-Customer-Churn-Analysis Public

    This repository contains a Jupyter Notebook that focuses on Churn Analysis within the E-Commerce sector. The project aims to predict customer churn using various machine learning algorithms and tec…

    Jupyter Notebook

  4. Netflix-Data-Analyis Netflix-Data-Analyis Public

    This repository contains a project that focuses on cleaning and preprocessing the Netflix dataset. The project aims to prepare and refine the raw Netflix data for further analysis using various tec…

    Python

  5. Social-Media-ETL-Dashboard---Reddit Social-Media-ETL-Dashboard---Reddit Public

    A simple Reddit-based ETL pipeline that extracts subreddit posts, cleans the data, performs sentiment analysis, loads it into an SQLite database, and visualizes insights using a Streamlit dashboard…

    Python

  6. Superstore-Business-Insights Superstore-Business-Insights Public

    This repository contains a project that focuses on analyzing the Superstore dataset. The project aims to assess sales performance and business insights using various techniques and tools like Power…