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Tuning hyperparameters and wrangling datasets.
πŸ’­
Tuning hyperparameters and wrangling datasets.

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Raghav1378/README.md

πŸ‘‹ Hey, I'm Raghav Ramani

Typing Animation

πŸŽ“ B.Tech CSE @ JECRC Jaipur | Building Intelligent Solutions with Data & AI

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πŸš€ About Me

I'm a Computer Science Engineering student with a strong interest in Machine Learning, Deep Learning, NLP, and Generative AI.
I enjoy building projects that combine data analysis, visualization, and AI models to create real-world impact.

  • 🧠 Exploring Neural Networks, Transformers, and GenAI
  • βš™οΈ Learning MLOps & Deployment for production-ready AI
  • πŸ“Š Skilled in Data Analytics & Visualization
  • πŸ’» Strengthening Java + DSA fundamentals
  • ✍️ Motto: "Consistency transforms average into excellence."

πŸ› οΈ Tech Stack

Category Technologies
Languages Python Java
Machine Learning Scikit-learn XGBoost LightGBM CatBoost
Deep Learning TensorFlow PyTorch Keras
NLP / GenAI NLTK HuggingFace
Data Analysis & Viz NumPy Pandas Matplotlib Seaborn Plotly
Deployment FastAPI Streamlit
Tools Git GitHub Jupyter VS Code

πŸ† Featured Projects

πŸ“Š Life Expectancy Analysis & Prediction

Regression-based ML model predicting life expectancy from socio-economic & health factors.

  • Tech Stack: Python, Pandas, Scikit-learn, Matplotlib, Seaborn
  • πŸ”— Explore on GitHub

πŸ›‘οΈ Network Intrusion Detection (Prototype)

ML model to detect unusual network traffic patterns for cybersecurity monitoring.

  • Tech Stack: Python, Pandas, Scikit-learn, Feature Engineering
  • πŸ”— Explore on GitHub

πŸ“Š GitHub Stats

GitHub Stats Top Languages GitHub Activity Graph

πŸ† GitHub Trophies


🎯 2025 Goals

  • 🧠 Build advanced projects in Deep Learning, NLP & Generative AI
  • βš™οΈ Learn & apply MLOps for real-world deployments
  • πŸ“Š Strengthen Data Analytics & Visualization skills
  • πŸ’» Master Java DSA for competitive coding & interviews
  • 🀝 Contribute to Open Source AI projects

✨ β€œAlways learning. Always building. Always improving.” ✨

πŸ’¬ Let’s connect and collaborate on AI & ML projects!

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  1. Rainfall-Forecasting Rainfall-Forecasting Public

    Predict tomorrow’s rain using advanced machine learning on real USA weather data (2024-2025). This project includes data exploration, multiple models (Logistic Regression to XGBoost), hyperparamete…

    Jupyter Notebook 1