Shobhit Kumar

Aspiring Data Scientist & Machine Learning Engineer
Kharagpur, IN.

About

Highly analytical Economics student with a strong foundation in data science, machine learning, and full-stack development. Proven ability to build, optimize, and deploy data-driven solutions and web applications, demonstrated through projects achieving up to 82% accuracy in predictive modeling. Eager to leverage quantitative skills and technical expertise to solve complex problems in a dynamic industry.

Volunteer

Gopali Youth Welfare Society
|

Senior Executive Member

Kharagpur, West Bengal, India

Summary

Led fundraising initiatives and contributed to technical operations for a non-profit dedicated to student welfare and education.

Highlights

Successfully raised ₹5.7L through the 'Yogdaan' annual donation drive, directly supporting hostel expansion and the education of underprivileged students at Jagriti Vidya Mandir.

Contributed to the Technical Operations Team, focusing on web development and internal project building to enhance organizational technical capabilities.

Education

Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India

Bachelor of Science

Economics

Grade: 8.38/10 CGPA

Courses

Data Structure and Algorithms

Probability and Statistics

Advanced Calculus

Linear Algebra, Numerical and Complex Analysis

Operations Research

Engineering Drawing and Computer Graphics

Microeconomics

Statistics for Economics

Electrical Technology

Econometric Analysis

Physics of Waves

Supervised Machine Learning (DeepLearning.AI)

Investment Risk Management (Coursera)

Jawahar Navodaya Vidyalaya
Unknown, Unknown, India

Higher Secondary (CBSE XII)

General Studies

Grade: 87.2%

Jawahar Navodaya Vidyalaya
Unknown, Unknown, India

Secondary (CBSE X)

General Studies

Grade: 89.2%

Awards

Open IIT Solo Dance Competition Participant

Awarded By

IIT Kharagpur

Competed in the Open IIT Solo Dance Competition, showcasing strong individual performance, creativity, and artistic expression.

Bronze Medal in Choreography

Awarded By

IIT Kharagpur

Secured Bronze medal for Azad Hall in the IIT Kharagpur General Championship in Choreography, demonstrating creativity, coordination, and team leadership.

Inter-School Chess Competition Representative

Awarded By

School

Proudly represented school in Inter-School chess competitions, showcasing strategic and problem-solving skills.

Languages

English

Skills

Data Science & Machine Learning

Decision Tree, Random Forest, XGBoost, SMOTE, Scikit-learn, Numpy, Pandas, Matplotlib, Seaborn, Time-series Analysis, Feature Engineering, Model Evaluation, Supervised Machine Learning, Kaggle, Stata.

Programming Languages

Python, C++, C, R, JavaScript, HTML, CSS, LATEX.

Development Tools & Platforms

Jupyter Notebook, Google Colab, Visual Studio Code, Anaconda, Git, Github, Streamlit, Bootstrap, Fusion 360.

Web Development

HTML, CSS, JavaScript, React, Responsive Design, UI/UX Design, Bootstrap.

Hardware & Robotics

Arduino Uno, Flame Sensors, Motor Drivers, Water Pump, Sensor-driven Navigation, Fire Suppression Logic.

Quantitative & Economic Analysis

Microeconomics, Statistics for Economics, Econometric Analysis, Investment Risk Management, Probability and Statistics, Advanced Calculus, Linear Algebra, Numerical and Complex Analysis, Operations Research.

Interests

Health & Fitness

NSO Health and Fitness program, Yoga Workshops, Community Initiatives, Swachh Bharat Abhiyan campaign.

Projects

Telecom Customer Churn Prediction

Summary

Developed a machine learning model to predict customer churn for a telecom company.

Real-Time Weather Information Portal

Summary

Developed a responsive web application for real-time weather information.

Stock Price Direction Predictor

Summary

Developed a machine learning model to forecast next-day stock price movements.

Arduino-Based Fire Detection and Extinguishing Robot

Summary

Designed and built an autonomous robot for fire detection and suppression.

Shobhit Kumar