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Kritikagupt/README.md

Hi, I'm Kritika 👋

BCA (Data Science) Graduate | Python Developer | Machine Learning Enthusiast

I build machine learning and data-driven applications using Python, TensorFlow, and Scikit-learn.
Interested in solving real-world problems with ML, NLP, and backend development.

🔹 Skills

Programming: Python, SQL

Data Science: Pandas, NumPy, Data Cleaning, Feature Engineering

Machine Learning: Scikit-learn, TensorFlow, Model Evaluation

Deep Learning: CNN, LSTM, ANN

NLP: Text Preprocessing, Tokenization, TF-IDF

Visualization: Matplotlib, Seaborn

Web & Deployment: Streamlit

Databases: MySQL, SQLite

Tools: Git, GitHub, VS Code, Jupyter Notebook


🔹 Projects

• Moonleaf Cafe Management System

Full-stack web application built using Python, Django, and SQL for managing cafe orders, menu items, and customer records with database integration.

• AI Resume Analyzer

NLP-based application using Python, Streamlit, and NLP techniques to analyze resumes and extract relevant skills.

• Movie Genre Classification

Machine learning model built with Python, TF-IDF, and Scikit-learn to classify movie genres based on plot descriptions.

• Spam Detection using Machine Learning

Text classification model using Python, NLP, TF-IDF, and Scikit-learn for detecting spam messages.

• Credit Delinquency Prediction

Machine learning model using Python, Pandas, and Scikit-learn to predict credit default risk from financial data.

• Resume & Profile Automation

AI-powered system developed with Python and NLP for analyzing resumes and extracting key candidate skills.


🔹 What I Focus On

  • Building end-to-end ML projects from data preprocessing to deployment
  • Writing clean, readable, and reproducible code
  • Continuously learning and improving model performance

📫 Connect with me


📊 GitHub Stats

GitHub Stats

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  1. employee-management-system employee-management-system Public

    Employee management system built using Python and Django to manage employee records and perform CRUD operations.

    Python 1

  2. ai-resume-analyser ai-resume-analyser Public

    AI Resume Analyzer built with Python, Streamlit, and Google Gemini API to analyze resumes and provide AI-powered feedback.

    Python 1

  3. moonleaf-cafe-management moonleaf-cafe-management Public

    Cafe management system built using Python and Django to manage menu items, orders, and customer records.

    HTML 1

  4. MY-DAILY-WORK MY-DAILY-WORK Public

    Machine Learning internship tasks including classification and predictive modeling using Python, Pandas, and Scikit-learn.

    Jupyter Notebook 1