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  • Guru Nanak Institute of Technology
  • Kolkata. West Bengal
  • 18:01 (UTC +05:30)
  • LinkedIn in/rittika-samanta

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rittika03/README.md

Hi there, I'm Rittika Samanta! ๐Ÿ‘‹

Undergraduate Student specializing in Data Science

Based in Kolkata, INDIA ๐Ÿ‡ฎ๐Ÿ‡ณ

LinkedIn Gmail



Rittika's GitHub Stats Top Languages

๐Ÿš€ About Me

I am currently a Bachelor of Technology student in Computer Science and Engineering at Guru Nanak Institute of Technology, maintaining a CGPA of 9.1. I am passionate about data storytelling, cleaning, and analysis, with experience deploying ML models achieving high accuracy in real-time applications.

  • ๐ŸŽ“ Education: B.Tech in CSE (2023-2027) at GNIT, Kolkata.
  • ๐Ÿ”ญ Focus: Machine Learning, Deep Learning, NLP, and Data Visualization.
  • ๐Ÿ† Top Achievement: Ranked in the Top 1% (Elite+Silver) in "Python for Data Science" by NPTEL.
  • ๐Ÿ’ก Experience: Contributor at Social Summer of Code (SSoC Season 4) and participant in the Google Agentic AI Day Hackathon.

๐Ÿ› ๏ธ Tech Stack & Tools

Python Java SQL
TensorFlow Scikit Learn Pandas NumPy OpenCV
Power BI Matplotlib VS Code Jupyter

๐Ÿ’ป Featured Projects

โœˆ๏ธ Explorer - Your Go-To Travel Bot

Created using Streamlit, Scikit-learn, and NLP

  • Developed a chatbot that delivers tailored travel recommendations derived from specific user queries.
  • Integrated NLTK for natural language queries, boosting prediction accuracy by 90%.

๐Ÿ“Š Student Performance Analysis

Created using Power BI

  • Implemented a Dashboard to analyze and predict student performance based on filters like subjects and gender.
  • Predicted improvement areas with an 85%+ task success rate from user testing.

๐Ÿ… Certifications & Honors

Award Organization Date
Elite + Gold (Programming in Java) NPTEL (IIT Kharagpur) Oct 2025
Elite + Silver (Top 1% in Python) NPTEL Sep 2025
Data Analysis Using Python IBM Jul 2025
Big Data Foundations IBM Jul 2025

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