NANCY BABEL

Chemical Engineering Student | Aspiring Data Scientist
Jaipur, IN.

About

Highly analytical Chemical Engineering student with a strong foundation in data science and machine learning. Proven ability to leverage Python, Power BI, and statistical methods to extract insights, build predictive models, and drive data-driven decision-making. Adept at problem-solving, with a track record of achieving top ranks in national competitions and demonstrating leadership in extracurricular activities, including mentoring teams for major university festivals.

Education

Indian Institute of Technology (BHU), Varanasi

B.Tech

Chemical Engineering

Grade: 8.10/10.0

St. Anselm's Pink City School, Jaipur

XII CBSE

Science

Grade: 95.6%

St. Anselm's Pink City School, Jaipur

X CBSE

General Studies

Grade: 95.8%

Awards

All India Rank (AIR) 6864

Awarded By

JEE Mains

Achieved a top rank among over 900,000 candidates in the highly competitive Joint Entrance Examination (JEE) Mains 2022.

3rd Position in Canvas Painting

Awarded By

Inter IIT Cultural Meet 6.0

Secured 3rd place in Canvas Painting as part of the contingent that achieved 2nd place overall in the Fine Arts Cup at Inter IIT Cultural Meet 6.0.

3rd Place in Kalakriti'23

Awarded By

Fine Arts Club, IIT (BHU) Varanasi

Earned 3rd place in the annual fine arts competition among 150 participants, demonstrating artistic talent and competitive spirit.

Languages

English

Fluent

Certificates

Data Science and Machine Learning Course

Issued By

Consulting and Analytics Club, IIT Guwahati (Summer Analytics'24)

Skills

Machine Learning

Predictive Modeling, Regression, Classification, XGBoost, Scikit-learn, Grid Search CV, Randomized Search CV.

Data Analysis

Exploratory Data Analysis (EDA), Statistical Analysis, Quantitative Analysis, Data Mining, Feature Engineering.

Data Visualization

Power BI, Matplotlib, Seaborn, Dashboards, Reporting.

Programming Languages

Python, SQL.

Python Libraries

NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn.

Developer Tools

VS Code, Jupyter Notebook, MySQL Workbench.

Business Tools

Microsoft Excel, Power BI.

Statistics and Probability

Statistical Modeling, Hypothesis Testing, Probability Distributions.

Projects

Amazon Sales Analysis

Summary

Developed a comprehensive sales analysis solution to provide actionable insights into global sales performance.

Laptop Price Prediction

Summary

Developed a robust machine learning model to accurately predict laptop prices, leveraging extensive data preprocessing and advanced model tuning techniques.

Energy Efficient Building

Summary

Investigated factors influencing building energy efficiency and developed a predictive model to inform sustainable design recommendations.