Chinmayee RS

About

Data Science undergraduate with hands-on experience in Python, SQL, machine learning, and data analytics. Has built end-to-end machine learning projects involving real-world datasets and practical predictive modeling.

Education

• Bachelor of Engineering
  Dayanand Sagar College of Engineering
  Data Science · 2028

Skills

• SQL
• C
• CSS
• Data Preprocessing
• HTML
• Python
• Machine Learning
• Clustering
• Classification
• Data Cleaning
• Feature Engineering
• Matplotlib
• NumPy
• Pandas
• scikit-learn
• Seaborn
• Statistical Analysis
• Oracle SQL
• Regression
• Feature Selection

Projects

• TruthChain — Blockchain-Based Information Verification Platform ↗
  Blockchain, Web3, Domain-Based Application Development

  Developed a blockchain-based application concept focused on improving trust, transparency, and information verification. Designed a decentralized solution addressing real-world verification challenges through secure data management and explored Web3 technologies to build reliable and transparent digital systems.

• Loan Approval Prediction using Machine Learning ↗
  Python, Pandas, NumPy, Scikit-learn, Machine Learning, Jupyter Notebook

  Developed a machine learning classification model to predict loan approval outcomes using applicant financial and demographic features. Performed data preprocessing, feature encoding, model training, and evaluation using classification algorithms.

• Zomato Bengaluru Restaurant Analysis & Rating Prediction ↗
  Python, Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, Google Colab

  Performed end-to-end exploratory data analysis on the Zomato Bengaluru restaurant dataset to identify customer preferences, restaurant trends, pricing patterns, and rating insights. Applied data cleaning, preprocessing, feature engineering, and visualization techniques to uncover factors influencing restaurant ratings, and implemented machine learning approaches to analyze patterns and support rating prediction.

⚽ Extracurricular activities

• AI in Action Hackathon

  Participant

• Xypheria Hackathon

  Participant

• Hack Malenadu Hackathon

  Participant