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Sunrise-08/README.md
Sapna's introduction

SAPNA AI Engineer · ML Engineer · Data Scientist


👋 Hi, I'm Sapna

🎓 B.Tech CSE undergraduate specializing in Artificial Intelligence & Machine Learning, from India.

💫 Interested in Artificial Intelligence, Machine Learning and Data Science.

🔭 Continuously enhancing my programming and analytical skills.

📊 Learning by building practical projects and experimenting with data.

🌱 Strengthening my foundations in DSA and problem-solving.

🚀 Open to relevant internships, entry-level opportunities and collaborations.

💻 TECH STACK

Programming Languages

Python, Java, C and HTML

AI / ML & Data Science

NumPy Pandas Scikit-learn Matplotlib Seaborn

Tools & Development Environment

Git, GitHub, Jupyter and VS Code

🚀 FEATURED PROJECTS

🏦 Loan Status Prediction

Machine learning classification for predicting loan approval status using applicant data.

Key Work

  • Data preprocessing and feature engineering
  • Feature selection
  • SVM classification
  • Model evaluation

Tech Stack: Python · Pandas · NumPy · Scikit-learn · SVM

❤️ Heart Disease Prediction

A classification project that predicts the likelihood of heart disease from patient-related features.

Key Work

  • Data preprocessing
  • Exploratory data analysis
  • Model training
  • Prediction and evaluation

Tech Stack: Python · Pandas · NumPy · Scikit-learn

🎯 Rock vs Mine Prediction

A supervised learning project that classifies sonar signals as rocks or mines.

Key Work

  • Numerical data processing
  • Feature analysis
  • Model training
  • Classification and evaluation

Tech Stack: Python · Pandas · NumPy · Scikit-learn

🎫 AI Engineer Assessment

A support-ticket analytics application that accepts natural-language questions about ticket data.

Key Work

  • FastAPI backend
  • Streamlit interface
  • Natural-language querying
  • Analytics and anomaly detection
  • Local LLM integration

Tech Stack: Python · FastAPI · Streamlit · Pandas · Ollama · Llama 3.2

✅ Task Manager — Python

A command-line application for managing everyday tasks.

Key Work

  • Add and view tasks
  • Update and delete tasks
  • Command-line interaction

Tech Stack: Python · CLI

📧 Spam Email Classifier

An NLP and machine learning project for classifying email messages.

Key Work

  • Text preprocessing
  • Feature extraction
  • NLP
  • Classification and prediction

Tech Stack: Python · Jupyter Notebook · NLP · Machine Learning

📊 GITHUB STATS

GitHub statistics Top languages



GitHub contribution streak

📈 CONTRIBUTION GRAPH

🌐 LET'S CONNECT

GitHub LinkedIn LeetCode Email Sapna



Learning → Building → Improving → Growing

Turning knowledge into practical solutions.

Popular repositories Loading

  1. Task-Manager-Python Task-Manager-Python Public

    A beginner-friendly Python Task Manager CLI app with features to Add, Update, Delete, and View tasks — perfect for practicing Python basics.

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  2. Spam_email_classifier Spam_email_classifier Public

    Machine learning and data science projects including classification, prediction, and NLP models.

    Jupyter Notebook

  3. Rock_vs_Mine_Prediction Rock_vs_Mine_Prediction Public

    Rock vs Mine prediction using sonar data and machine learning classification algorithms.

    Jupyter Notebook

  4. Loan-Status-Prediction Loan-Status-Prediction Public

    Loan Status Prediction using Support Vector Machine (SVM)

    Jupyter Notebook

  5. Heart-Diseases-Prediction Heart-Diseases-Prediction Public

    Heart Disease Prediction using Logistic Regression

    Jupyter Notebook

  6. -AI-Engineer-Assessment---SAPNA -AI-Engineer-Assessment---SAPNA Public

    AI-powered Support Ticket Assistant using Ollama, Llama 3.2, FastAPI, Streamlit, and anomaly detection.

    Python