Machine Learning Business Analyst

AMOL MATE

MBA - BUSINESS ANALYTICS

***********@*****.*** 749-***-**** https://www.linkedin.com/in/amol-mate-b733682bb/ GODHANI, NAGPUR SUMMARY

Aspiring Business Analyst pursuing an MBA in Business Analytics, with a strong foundation in data analysis, machine learning, Python, and statistical modeling. Experienced in translating complex data into actionable insights to support strategic decision- making. Focused on using data to solve problems, improve performance, and support continuous improvement. EDUCATION

MBA in Business Analytics Ratan Tata Maharashtra State Skills University Jun 2024 - Present • Nagpur, India

80%

Bachelor of Arts Rashtrasant Tukadoji Maharaj Nagpur University Jul 2019 - Apr 2022 • Nagpur, India

76.5%

Higher Secondary Certificate in Science

Jun 2018 - Apr 2019

68.8%

SKILLS

Data Analysis : Python, Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, excel, sql, python, machine learning, data visualization, statisctics, data analysis, programming languages, presentation skills, power bi, tableau, predictive analytics, data cleansing, communication skill, data processing, data cleaning Machine Learning : Supervised and unsupervised learning models MYSQL : Skilled in writing structured queries for data extraction and analysis using joins, subqueries, and aggregate functions, with a solid understanding of relational database concepts. Excel : Familiar with Excel functions such as Pivot Tables, VLOOKUP/XLOOKUP, charts, conditional formatting, Power Query, and creating interactive dashboards.

Data Visualization : Power BI, dashboards, reports Tools and Platforms : Jupyter Notebook, Kaggle

PROJECTS

Bank Customer Churn Prediction

Developed a classification model to predict bank customerchurn using historical data and behavioral features liketenure, transaction activity, credit score, and accountbalance. The model helped identify patterns in customerbehavior that are commonly associated with churn, allowingfor more proactive analysis and insights. Predict Salary of Machine Learning Engineers

Developed a regression model to forecast MachineLearning Engineer salaries based on historical data andkey factors such as location, experience, education, andindustry, providing insights into emerging salary trendsin the AI/ML sector. HR Analytics Dashboard In PowerBI

Built an interactive HR Analytics Dashboard in Power BI to track attrition, turnover,and employee demographics. Applied data cleaning, modeling, and visualization techniques to deliver actionable insights that support strategic HR planning and decision-making.

WORK EXPERIENCE

Data Science and Machine Learning Intern YBI Foundation May 2025 - Jun 2025

Worked on real- world data science and machine learning dataset, including data preprocessing, model development, and performance evaluation.

Gained hands-on experience with Python, scikit-learn, and data visualization tools while contributing to predictive analytics and business insights.

CERTIFICATIONS

Data Science and Analytics Internshala

Postgre SQL Internshala

Python Kaggle Certifications

Introduction to Machine Learning Kaggle Certifications Intermediate Machine Learning Kaggle Certifications Introduction to Deep Learning Kaggle Certifications Amazon AWS Certification Amazon

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