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saumyajain03/README.md

πŸ‘‹ Hi, I'm Saumya Jain

πŸš€ Data Enthusiast | Building AI Solutions

Typing SVG

πŸ’« About Me

🎯 What Drives Me

  • πŸ” Transforming raw data into actionable insights
  • πŸ§ͺ Experimenting with ML models and pipelines
  • πŸ—οΈ Building production-ready AI solutions
  • πŸ“ˆ Continuous learning through hands-on projects

πŸš€ Currently Exploring

  • 🧠 Deep Learning architectures
  • βš™οΈ MLOps best practices
  • πŸ€– LLMs and generative AI
  • πŸ“Š Model optimization techniques
  • πŸ”„ End-to-end ML workflows

πŸ› οΈ Tech Arsenal

Languages & Frameworks

Python JavaScript Java React Node.js Express.js FastApi

ML & Data Science

NumPy Pandas scikit-learn Matplotlib Plotly

Databases & Tools

MongoDB MySQL

Deployment

Vercel Netlify


πŸ“« Let's Connect!

LinkedIn Gmail GitHub

πŸ’¬ Open to collaborations, discussions, and opportunities!

Pinned Loading

  1. Customer-Churn-Prediction Customer-Churn-Prediction Public

    End-to-end Machine Learning pipeline predicting customer churn. Engineered with a PostgreSQL/SQLite data warehouse, advanced SQL feature extraction (CTEs, Window Functions), and ensemble ML models …

    Jupyter Notebook

  2. Time-Aware-movie-recommendation-system Time-Aware-movie-recommendation-system Public

    A production-ready time-aware recommendation system implementing temporal dynamics in collaborative filtering. Features 2 ML models, comprehensive evaluation metrics, and end-to-end pipeline.

    Python

  3. smart_attendance_dashboard smart_attendance_dashboard Public

    AcademiQ: A production-grade AI analytics platform for student success. Features a FastAPI backend, React frontend, and Scikit-Learn predictive modeling to identify at-risk students. Integrated wit…

    JavaScript 1

  4. Semantic-Resume-Screening-System Semantic-Resume-Screening-System Public

    Built an NLP-based resume–job matching engine using TF-IDF and cosine similarity, also added SBERT to capture the semantic meaning,also adding named entity recognition for identifying resumes with …

    Python 3