RITESH RAJ

Aspiring Data Scientist | Machine Learning Engineer
Jabalpur, IN.

About

A highly analytical and results-driven Bachelor of Technology student specializing in Smart Manufacturing, leveraging expertise in Python, data analysis, and machine learning to transform complex data into actionable insights. Proven ability to develop interactive dashboards, build predictive models, and optimize operational efficiency, driving significant improvements in sales, inventory planning, and user engagement across various domains.

Education

Indian Institute of Information and Technology
Jabalpur, Madhya Pradesh, India

Bachelor of Technology

Smart Manufacturing

Courses

Machine Learning

Data Structure and Algorithms using Python

Generative AI for Product Innovation

Languages

English
Hindi

Certificates

The Complete Python Pro Bootcamp

Issued By

Udemy

Machine Learning A-Z

Issued By

Coursera

Skills

Data Analysis & ML Libraries

Pandas, NumPy, Seaborn, Scikit-Learn, Matplotlib, Streamlit, Keras, OpenCV, XGBoost.

Programming Languages

Python, HTML/CSS, SQL.

Data Visualization & BI Tools

Power BI, Excel, Jupyter Notebook, Google Colab.

Development Tools & Platforms

VS Code, GitHub.

Database Management

MySQL, Power Query.

Machine Learning Algorithms

OLS, Ridge Regression, XGBoost, Logistic Regression, Decision Trees, Random Forest, Dimensionality Reduction, NLP.

Soft Skills

Data-Driven Problem Solving, Team Collaboration, Project Management, Strategic Thinking, Communication.

Projects

Email Engagement Predictor

Summary

Developed an interactive Streamlit web application using XGBoost to predict user email behavior and optimize marketing campaign strategies.

Zepto vs. Blinkit Delivery Analytics Dashboard

Summary

Designed a Power BI dashboard to compare delivery performance and analyze customer experience for two major quick commerce delivery services.

Revenue Prediction of TMDB 5000 movie dataset

Summary

Analyzed 5,000+ movie records and developed regression models using Python and XGBoost to predict box office revenue and ratings.

Coffee Shop Sales Analysis and Dashboard

Summary

Developed an interactive Power BI dashboard and utilized MySQL for data aggregation to provide real-time sales insights and optimize coffee shop operations.