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Kalpnaa/README.md

Hi, I'm Kalpana Sharma

Data Scientist Aspirant | Machine Learning Enthusiast | AI & Software Developer

I am a Computer Engineering student passionate about Data Science, Artificial Intelligence, Machine Learning, and Software Development. I enjoy building intelligent systems that transform data into actionable insights and real-world solutions.

Currently, I am expanding my expertise in Machine Learning, Deep Learning, Data Engineering, and AI-powered applications while working on industry-focused projects and research-driven solutions.


About Me

  • Computer Engineering Student
  • Passionate about Data Science, AI, Machine Learning, and Data Engineering
  • Experienced in developing end-to-end Machine Learning applications
  • Industry experience in Irrigation Network Analysis and Hydraulic System Automation
  • Interested in Computer Vision, NLP, Predictive Analytics, and Explainable AI
  • Open to internships, collaborations, and full-time opportunities

Featured Projects

Pneumonia vs Normal Classifier

Deep Learning-based medical image classification system for detecting pneumonia from chest X-ray images.

Tech Stack: Python, TensorFlow, Keras, OpenCV, NumPy

Highlights

  • Developed CNN-based classification models
  • Image preprocessing and augmentation pipeline
  • Automated disease prediction system
  • Performance evaluation using accuracy metrics and confusion matrices

Fake News Detection

Machine Learning application that classifies news articles as real or fake using Natural Language Processing.

Tech Stack: Python, Pandas, NLTK, Scikit-learn, Flask

Highlights

  • Text preprocessing and cleaning pipeline
  • TF-IDF vectorization
  • Logistic Regression classifier
  • Real-time prediction through Flask web application

CreditClarity – Credit Risk Assessment

Credit risk prediction system designed to evaluate borrower risk using machine learning models.

Tech Stack: Python, Pandas, Scikit-learn, XGBoost, Flask

Highlights

  • Financial risk classification models
  • Feature engineering and model optimization
  • Explainable AI concepts
  • Interactive web-based prediction system

PackPal – Group Travel Organizer

Collaborative travel planning platform for managing group trips and activities.

Tech Stack: Node.js, Express.js, MongoDB, JavaScript

Highlights

  • Role-based user management
  • Task tracking and progress monitoring
  • Responsive user interface
  • REST API integration


Tech Stack

Languages

Python C++ Java JavaScript SQL

Data Science & Machine Learning

Pandas NumPy Scikit-Learn XGBoost TensorFlow NLTK Matplotlib

Databases

MySQL MongoDB

Frameworks & Tools

Flask Git GitHub Jupyter VS Code


GitHub Insights



Connect With Me


Career Objective

To leverage Data Science, Artificial Intelligence, and Software Engineering to build scalable, impactful, and intelligent solutions while continuously learning and contributing to challenging real-world problems.

Popular repositories Loading

  1. Fake-News-Detection-Project Fake-News-Detection-Project Public

    HTML

  2. Debug-and-Chill Debug-and-Chill Public

    PackPal-Trip Planner

    CSS 2

  3. Kalpnaa Kalpnaa Public

  4. synapse-forge-project synapse-forge-project Public

    Python

  5. altair altair Public

    Forked from altair-graphql/altair

    ✨⚡️ A feature-rich GraphQL Client for all platforms.

    TypeScript

  6. Hackathon-source-code Hackathon-source-code Public

    Forked from uvpatel/Hackathon-source-code

    CSS