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BuildWithVansh/README.md

Hi πŸ‘‹, I'm Vansh Gupta

Data Science β€’ Machine Learning β€’ NLP β€’ Deep Learning

Building intelligent solutions with data and AI πŸš€

Aspiring Data Scientist | Machine Learning | NLP & DeepLearning Enthusiast

πŸ“Š Passionate about transforming data into actionable insights through Data Science and Machine Learning.

πŸ€– Interested in Machine Learning, Natural Language Processing (NLP), Data Analytics, and AI Applications.

πŸš€ Building real-world projects to strengthen my expertise in Data Science and Artificial Intelligence.

🎯 Actively seeking Data Science, Machine Learning, and AI Internship Opportunities.


πŸ’‘ About Me

  • πŸŽ“ B.Tech in Electronics & Communication Engineering
  • πŸ“ˆ Strong foundation in Data Analysis, Machine Learning, and NLP
  • 🧠 Passionate about solving real-world problems using data
  • πŸ” Experienced in building end-to-end ML projects
  • πŸš€ Learning Deep Learning and AI through practical implementation

🌐 Connect With Me

LinkedIn

Instagram

Email

GitHub


πŸš€ Featured Projects

πŸ” Fake Job Detection System

  • Built an NLP-based fraud job detection system.
  • Achieved 98.6% Accuracy using TF-IDF and Linear SVM.
  • Implemented text preprocessing, feature engineering, and probability calibration.
  • Developed a Streamlit-ready web application.

πŸ›’ Blinkit Sales Data Analysis

  • Conducted exploratory data analysis and visualization to identify business trends and insights.

🏦 Bank Management System

  • Developed a banking application using Python, OOP concepts, and JSON-based data storage.

πŸ› οΈ Tech Stack

Languages: Python, SQL

Data Science & Machine Learning: Pandas, NumPy, Scikit-Learn, SciPy, Matplotlib, Seaborn, Plotly

NLP: NLTK, TF-IDF, Text Preprocessing, Tokenization, Stemming, Lemmatization

Databases: MySQL, PostgreSQL

Tools: Git, GitHub, Jupyter Notebook, Anaconda, Streamlit

Deep Learning: PyTorch


πŸ“œ Certifications

  • Data Science Certification Program
  • Deloitte Data Analytics Job Simulation
  • 30 Days SQL Micro Course

πŸ“ˆ Current Goals

  • Master Machine Learning & NLP
  • Learn Deep Learning & Generative AI
  • Build End-to-End ML Applications
  • Contribute to Open Source
  • Secure a Data Science / Machine Learning Internship

⭐ Transforming Data into Insights, One Project at a Time.

Popular repositories Loading

  1. my1st-demo-repo my1st-demo-repo Public

    This is my first Git Repository

  2. BuildWithVansh BuildWithVansh Public

  3. fake-job-detection-nlp-ml fake-job-detection-nlp-ml Public

    Fake Job Detection using NLP and Machine Learning with 98.6% accuracy.

    Jupyter Notebook

  4. telecom-customer-churn-prediction-system telecom-customer-churn-prediction-system Public

    End-to-End Customer Churn Prediction System using Python, SQL, Machine Learning, Power BI and Streamlit.

    Jupyter Notebook